DataFrame
NO COMPARISON TARGET
92951
ROWS
0
DUPLICATES
21.6 MB
RAM
54
FEATURES
12
CATEGORICAL
42
NUMERICAL
0
TEXT
2.2.1
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
absolute_humidity_2m:gm3
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
165
(<1%)
ZEROES:
---
MAX
17.5
95%
11.2
Q3
7.8
AVG
6.0
MEDIAN
5.4
Q1
4.0
5%
2.3
MIN
0.5
RANGE
17.0
IQR
3.80
STD
2.71
VAR
7.37
KURT.
0.005
SKEW
0.678
SUM
559k
2
air_density_2m:kgm3
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
293
(<1%)
ZEROES:
---
MAX
1.441
95%
1.315
Q3
1.279
AVG
1.255
MEDIAN
1.255
Q1
1.230
5%
1.198
MIN
1.139
RANGE
0.302
IQR
0.049
STD
0.037
VAR
0.001
KURT.
0.813
SKEW
0.367
SUM
117k
3
ceiling_height_agl:m
VALUES:
72,276
(78%)
MISSING:
20,675
(22%)
DISTINCT:
40,993
(44%)
ZEROES:
---
MAX
12,431
95%
8,501
Q3
3,815
AVG
2,803
MEDIAN
1,803
Q1
1,037
5%
391
MIN
28
RANGE
12,404
IQR
2,778
STD
2,521
VAR
6.4M
KURT.
1.08
SKEW
1.38
SUM
202.6M
4
clear_sky_energy_1h:J
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
48,602
(52%)
ZEROES:
44,152
(48%)
MAX
3.0M
95%
2.5M
Q3
0.8M
AVG
0.5M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
3.0M
IQR
778k
STD
821k
VAR
673.3B
KURT.
1.10
SKEW
1.54
SUM
47.9B
5
clear_sky_rad:W
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
7,815
(8%)
ZEROES:
48,042
(52%)
MAX
835
95%
686
Q3
221
AVG
143
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
835
IQR
221
STD
229
VAR
52,216
KURT.
1.10
SKEW
1.54
SUM
13.3M
6
cloud_base_agl:m
VALUES:
84,404
(91%)
MISSING:
8,547
(9%)
DISTINCT:
34,862
(38%)
ZEROES:
---
MAX
11,689
95%
5,821
Q3
2,017
AVG
1,693
MEDIAN
1,129
Q1
572
5%
171
MIN
27
RANGE
11,662
IQR
1,444
STD
1,791
VAR
3.2M
KURT.
5.75
SKEW
2.29
SUM
142.9M
7
dew_or_rime:idx
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
8
dew_point_2m:K
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
436
(<1%)
ZEROES:
---
MAX
293.8
95%
286.1
Q3
280.5
AVG
275.2
MEDIAN
275.0
Q1
270.7
5%
263.8
MIN
247.3
RANGE
46.5
IQR
9.80
STD
6.83
VAR
46.7
KURT.
-0.228
SKEW
-0.194
SUM
25.6M
9
diffuse_rad:W
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
2,870
(3%)
ZEROES:
48,070
(52%)
MAX
340
95%
176
Q3
66
AVG
39
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
340
IQR
66.0
STD
60.6
VAR
3,678
KURT.
2.37
SKEW
1.70
SUM
3.7M
10
diffuse_rad_1h:J
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
48,553
(52%)
ZEROES:
44,161
(48%)
MAX
1.2M
95%
0.6M
Q3
0.2M
AVG
0.1M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.2M
IQR
237k
STD
216k
VAR
46.6B
KURT.
2.29
SKEW
1.69
SUM
13.2B
11
direct_rad:W
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
5,296
(6%)
ZEROES:
54,984
(59%)
MAX
684
95%
323
Q3
29
AVG
50
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
684
IQR
29.0
STD
113
VAR
12,757
KURT.
7.89
SKEW
2.81
SUM
4.7M
12
direct_rad_1h:J
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
41,885
(45%)
ZEROES:
50,096
(54%)
MAX
2.4M
95%
1.2M
Q3
0.1M
AVG
0.2M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
2.4M
IQR
113k
STD
402k
VAR
161.4B
KURT.
7.88
SKEW
2.81
SUM
16.8B
13
effective_cloud_cover:p
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
1,001
(1%)
ZEROES:
4,440
(5%)
MAX
100
95%
100
Q3
99
MEDIAN
81
AVG
67
Q1
41
5%
0
MIN
0
RANGE
100
IQR
58.0
STD
35.0
VAR
1,228
KURT.
-0.944
SKEW
-0.710
SUM
6.2M
14
elevation:m
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
15
fresh_snow_12h:cm
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
125
(<1%)
ZEROES:
87,800
(94%)
MAX
37.4
95%
0.3
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
37.4
IQR
0.00
STD
0.780
VAR
0.609
KURT.
524
SKEW
16.6
SUM
10,799
16
fresh_snow_1h:cm
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
39
(<1%)
ZEROES:
91,659
(99%)
MAX
7.10
95%
0.00
Q3
0.00
AVG
0.01
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
7.10
IQR
0.00
STD
0.113
VAR
0.013
KURT.
840
SKEW
22.9
SUM
895
17
fresh_snow_24h:cm
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
161
(<1%)
ZEROES:
84,903
(91%)
MAX
37.4
95%
1.1
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
37.4
IQR
0.00
STD
1.22
VAR
1.48
KURT.
227
SKEW
11.4
SUM
21,369
18
fresh_snow_3h:cm
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
70
(<1%)
ZEROES:
90,697
(98%)
MAX
20.6
95%
0.0
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
20.6
IQR
0.00
STD
0.281
VAR
0.079
KURT.
1,042
SKEW
23.5
SUM
2,696
19
fresh_snow_6h:cm
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
96
(<1%)
ZEROES:
89,614
(96%)
MAX
34.0
95%
0.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
34.0
IQR
0.00
STD
0.481
VAR
0.232
KURT.
971
SKEW
22.2
SUM
5,398
20
is_day:idx
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
21
is_in_shadow:idx
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
22
msl_pressure:hPa
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
874
(<1%)
ZEROES:
---
MAX
1,044.1
95%
1,029.4
Q3
1,018.6
MEDIAN
1,010.3
AVG
1,009.5
Q1
1,001.4
5%
985.7
MIN
944.3
RANGE
99.8
IQR
17.2
STD
13.1
VAR
171
KURT.
0.373
SKEW
-0.449
SUM
93.8M
23
precip_5min:mm
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
64
(<1%)
ZEROES:
87,601
(94%)
MAX
1.38
95%
0.01
Q3
0.00
AVG
0.01
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.38
IQR
0.00
STD
0.034
VAR
0.001
KURT.
186
SKEW
10.5
SUM
527
24
precip_type_5min:idx
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
25
pressure_100m:hPa
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
888
(<1%)
ZEROES:
---
MAX
1,031
95%
1,016
Q3
1,005
MEDIAN
997
AVG
996
Q1
988
5%
972
MIN
930
RANGE
101
IQR
17.1
STD
13.0
VAR
169
KURT.
0.364
SKEW
-0.465
SUM
92.6M
26
pressure_50m:hPa
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
897
(<1%)
ZEROES:
---
MAX
1,037
95%
1,022
Q3
1,011
MEDIAN
1,003
AVG
1,002
Q1
994
5%
978
MIN
936
RANGE
102
IQR
17.2
STD
13.1
VAR
171
KURT.
0.371
SKEW
-0.457
SUM
93.1M
27
prob_rime:p
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
700
(<1%)
ZEROES:
89,687
(96%)
MAX
97.2
95%
0.0
Q3
0.0
AVG
0.8
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
97.2
IQR
0.00
STD
5.43
VAR
29.5
KURT.
95.3
SKEW
9.13
SUM
70,348
28
rain_water:kgm2
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
11
(<1%)
ZEROES:
86,642
(93%)
MAX
1.40
95%
0.10
Q3
0.00
AVG
0.01
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.40
IQR
0.00
STD
0.043
VAR
0.002
KURT.
76.7
SKEW
7.00
SUM
899
29
relative_humidity_1000hPa:p
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
788
(<1%)
ZEROES:
---
MAX
100.0
95%
92.5
Q3
85.1
MEDIAN
76.0
AVG
73.7
Q1
64.2
5%
46.8
MIN
19.5
RANGE
80.5
IQR
20.9
STD
14.3
VAR
205
KURT.
0.020
SKEW
-0.691
SUM
6.8M
30
sfc_pressure:hPa
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
902
(<1%)
ZEROES:
---
MAX
1,044
95%
1,028
Q3
1,017
MEDIAN
1,009
AVG
1,008
Q1
1,000
5%
984
MIN
941
RANGE
102
IQR
17.2
STD
13.1
VAR
172
KURT.
0.378
SKEW
-0.449
SUM
93.7M
31
snow_density:kgm3
VALUES:
4,176
(4%)
MISSING:
88,775
(96%)
DISTINCT:
1
(<1%)
32
snow_depth:cm
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
165
(<1%)
ZEROES:
88,775
(96%)
MAX
18.3
95%
0.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
18.3
IQR
0.00
STD
1.25
VAR
1.57
KURT.
84.6
SKEW
8.68
SUM
17,958
33
snow_drift:idx
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
34
snow_melt_10min:mm
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
19
(<1%)
ZEROES:
92,335
(>99%)
MAX
0.180
95%
-0.000
Q3
-0.000
AVG
0.000
MEDIAN
0.000
Q1
0.000
5%
-0.000
MIN
-0.000
RANGE
0.180
IQR
0.00
STD
0.004
VAR
1.86e-5
KURT.
555
SKEW
21.5
SUM
25.5
35
snow_water:kgm2
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
42
(<1%)
ZEROES:
65,500
(70%)
MAX
6.90
95%
0.50
Q3
0.10
AVG
0.09
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
6.90
IQR
0.100
STD
0.251
VAR
0.063
KURT.
53.0
SKEW
5.84
SUM
8,396
36
sun_azimuth:d
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
69,692
(75%)
ZEROES:
---
MAX
360
95%
341
Q3
272
AVG
182
MEDIAN
180
Q1
93
5%
24
MIN
0
RANGE
360
IQR
179
STD
103
VAR
10,591
KURT.
-1.22
SKEW
0.002
SUM
17.0M
37
sun_elevation:d
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
49,376
(53%)
ZEROES:
2
(<1%)
MAX
49.9
95%
40.1
Q3
15.5
MEDIAN
-1.0
AVG
-1.2
Q1
-18.5
5%
-41.9
MIN
-50.0
RANGE
99.9
IQR
34.0
STD
24.0
VAR
577
KURT.
-0.678
SKEW
0.026
SUM
-112k
38
super_cooled_liquid_water:kgm2
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
15
(<1%)
ZEROES:
64,308
(69%)
MAX
1.40
95%
0.30
Q3
0.10
AVG
0.06
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.40
IQR
0.100
STD
0.111
VAR
0.012
KURT.
10.1
SKEW
2.78
SUM
5,293
39
t_1000hPa:K
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
447
(<1%)
ZEROES:
---
MAX
303.3
95%
290.7
Q3
283.9
AVG
279.4
MEDIAN
278.7
Q1
274.9
5%
269.7
MIN
257.9
RANGE
45.4
IQR
9.00
STD
6.52
VAR
42.5
KURT.
0.126
SKEW
0.297
SUM
26.0M
40
total_cloud_cover:p
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
1,001
(1%)
ZEROES:
4,426
(5%)
MAX
100
95%
100
Q3
100
MEDIAN
95
AVG
74
Q1
52
5%
0
MIN
0
RANGE
100
IQR
48.3
STD
35.0
VAR
1,225
KURT.
-0.402
SKEW
-1.07
SUM
6.8M
41
visibility:m
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
85,686
(92%)
ZEROES:
---
MAX
76,738
95%
57,497
Q3
48,680
MEDIAN
37,350
AVG
33,028
Q1
15,799
5%
2,712
MIN
131
RANGE
76,607
IQR
32,881
STD
18,319
VAR
335.6M
KURT.
-1.21
SKEW
-0.333
SUM
3.1B
42
wind_speed_10m:ms
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
119
(<1%)
ZEROES:
24
(<1%)
MAX
15.2
95%
6.4
Q3
4.1
AVG
3.0
MEDIAN
2.7
Q1
1.7
5%
0.8
MIN
0.0
RANGE
15.2
IQR
2.40
STD
1.78
VAR
3.16
KURT.
0.955
SKEW
0.965
SUM
282k
43
wind_speed_u_10m:ms
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
188
(<1%)
ZEROES:
1,499
(2%)
MAX
12.2
95%
5.8
Q3
2.5
AVG
0.7
MEDIAN
0.3
Q1
-1.4
5%
-3.4
MIN
-7.3
RANGE
19.5
IQR
3.90
STD
2.81
VAR
7.89
KURT.
-0.030
SKEW
0.494
SUM
61,586
44
wind_speed_v_10m:ms
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
167
(<1%)
ZEROES:
1,873
(2%)
MAX
9.0
95%
3.8
Q3
1.9
MEDIAN
0.7
AVG
0.7
Q1
-0.6
5%
-2.4
MIN
-9.3
RANGE
18.3
IQR
2.50
STD
1.90
VAR
3.60
KURT.
0.421
SKEW
0.040
SUM
63,430
45
wind_speed_w_1000hPa:ms
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
46
hour
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
24
(<1%)
ZEROES:
3,864
(4%)
MAX
23.0
95%
22.0
Q3
17.0
MEDIAN
12.0
AVG
11.5
Q1
6.0
5%
1.0
MIN
0.0
RANGE
23.0
IQR
11.0
STD
6.92
VAR
47.9
KURT.
-1.20
SKEW
-1.30e-4
SUM
1.1M
47
day_of_week
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
48
quarter
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
49
month
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
---
MAX
12.0
95%
12.0
Q3
10.0
AVG
6.3
MEDIAN
6.0
Q1
3.0
5%
1.0
MIN
1.0
RANGE
11.0
IQR
7.00
STD
3.59
VAR
12.9
KURT.
-1.32
SKEW
0.086
SUM
585k
50
year
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
51
day_of_year
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
366
(<1%)
ZEROES:
---
MAX
366
95%
346
Q3
276
AVG
176
MEDIAN
171
Q1
78
5%
16
MIN
1
RANGE
365
IQR
198
STD
109
VAR
11,990
KURT.
-1.31
SKEW
0.093
SUM
16.4M
52
day_of_month
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
31
(<1%)
ZEROES:
---
MAX
31.0
95%
29.0
Q3
23.0
MEDIAN
16.0
AVG
15.7
Q1
8.0
5%
2.0
MIN
1.0
RANGE
30.0
IQR
15.0
STD
8.79
VAR
77.3
KURT.
-1.19
SKEW
0.008
SUM
1.5M
53
building
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
54
pv_measurement
VALUES:
92,951
(100%)
MISSING:
---
DISTINCT:
12,423
(13%)
ZEROES:
49,252
(53%)
MAX
5,733
95%
1,780
Q3
173
AVG
287
MEDIAN
0
Q1
-0
5%
0
MIN
0
RANGE
5,733
IQR
173
STD
767
VAR
588k
KURT.
16.8
SKEW
3.96
SUM
26.7M
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
absolute_humidity_2m:gm3
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
dew_point_2m:K
0.97
t_1000hPa:K
0.90
air_density_2m:kgm3
-0.80
sun_elevation:d
0.42
clear_sky_energy_1h:J
0.36
clear_sky_rad:W
0.36
diffuse_rad_1h:J
0.29
diffuse_rad:W
0.28
day_of_year
0.28
month
0.28
rain_water:kgm2
0.27
direct_rad_1h:J
0.25
direct_rad:W
0.24
wind_speed_v_10m:ms
-0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
quarter
0.73
is_in_shadow:idx
0.31
is_day:idx
0.29
snow_density:kgm3
0.26
year
0.24
dew_or_rime:idx
0.18
precip_type_5min:idx
0.14
elevation:m
0.09
building
0.09
wind_speed_w_1000hPa:ms
0.03
day_of_week
0.01
snow_drift:idx
0.00
MOST FREQUENT VALUES
4.300000190734863
1,994
2.1%
4.5
1,932
2.1%
4.400000095367432
1,810
1.9%
4.699999809265137
1,733
1.9%
4.599999904632568
1,699
1.8%
4.199999809265137
1,690
1.8%
4.099999904632568
1,646
1.8%
4.800000190734863
1,610
1.7%
5.199999809265137
1,576
1.7%
4.0
1,572
1.7%
3.9000000953674316
1,566
1.7%
4.900000095367432
1,527
1.6%
5.099999904632568
1,517
1.6%
5.0
1,497
1.6%
5.5
1,447
1.6%
SMALLEST VALUES
0.5
2
<0.1%
0.6000000238418579
5
<0.1%
0.699999988079071
24
<0.1%
0.800000011920929
33
<0.1%
0.8999999761581421
66
<0.1%
1.0
111
0.1%
1.100000023841858
134
0.1%
1.2000000476837158
151
0.2%
1.2999999523162842
174
0.2%
1.399999976158142
218
0.2%
1.5
304
0.3%
1.600000023841858
378
0.4%
1.7000000476837158
317
0.3%
1.7999999523162842
371
0.4%
1.899999976158142
386
0.4%
LARGEST VALUES
17.5
2
<0.1%
17.200000762939453
2
<0.1%
17.100000381469727
2
<0.1%
16.700000762939453
1
<0.1%
16.600000381469727
1
<0.1%
16.399999618530273
7
<0.1%
16.299999237060547
8
<0.1%
16.200000762939453
4
<0.1%
16.100000381469727
3
<0.1%
16.0
5
<0.1%
15.899999618530273
3
<0.1%
15.800000190734863
2
<0.1%
15.699999809265137
12
<0.1%
15.600000381469727
8
<0.1%
15.5
9
<0.1%
air_density_2m:kgm3
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
t_1000hPa:K
-0.90
dew_point_2m:K
-0.83
absolute_humidity_2m:gm3
-0.80
sun_elevation:d
-0.46
clear_sky_energy_1h:J
-0.45
clear_sky_rad:W
-0.44
diffuse_rad_1h:J
-0.39
diffuse_rad:W
-0.38
direct_rad_1h:J
-0.38
direct_rad:W
-0.36
sfc_pressure:hPa
0.32
msl_pressure:hPa
0.32
pressure_50m:hPa
0.31
pressure_100m:hPa
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
quarter
0.58
is_in_shadow:idx
0.37
is_day:idx
0.35
snow_density:kgm3
0.31
year
0.25
dew_or_rime:idx
0.19
precip_type_5min:idx
0.13
elevation:m
0.04
building
0.04
wind_speed_w_1000hPa:ms
0.03
day_of_week
0.03
snow_drift:idx
0.00
MOST FREQUENT VALUES
1.2580000162124634
1,083
1.2%
1.2569999694824219
1,071
1.2%
1.25600004196167
1,044
1.1%
1.2610000371932983
1,042
1.1%
1.253000020980835
1,037
1.1%
1.2599999904632568
1,034
1.1%
1.2690000534057617
1,028
1.1%
1.2589999437332153
1,028
1.1%
1.2660000324249268
1,008
1.1%
1.2510000467300415
1,002
1.1%
1.246999979019165
999
1.1%
1.2680000066757202
990
1.1%
1.2369999885559082
990
1.1%
1.2730000019073486
989
1.1%
1.2699999809265137
988
1.1%
SMALLEST VALUES
1.1390000581741333
1
<0.1%
1.1399999856948853
1
<0.1%
1.1410000324249268
1
<0.1%
1.1419999599456787
1
<0.1%
1.1430000066757202
1
<0.1%
1.1440000534057617
2
<0.1%
1.1449999809265137
5
<0.1%
1.1460000276565552
5
<0.1%
1.1469999551773071
5
<0.1%
1.1480000019073486
3
<0.1%
1.1490000486373901
6
<0.1%
1.149999976158142
13
<0.1%
1.1510000228881836
9
<0.1%
1.1519999504089355
12
<0.1%
1.152999997138977
13
<0.1%
LARGEST VALUES
1.440999984741211
2
<0.1%
1.434000015258789
1
<0.1%
1.430999994277954
1
<0.1%
1.4299999475479126
2
<0.1%
1.4290000200271606
1
<0.1%
1.4279999732971191
1
<0.1%
1.4270000457763672
1
<0.1%
1.4259999990463257
4
<0.1%
1.4249999523162842
3
<0.1%
1.4229999780654907
1
<0.1%
1.4220000505447388
1
<0.1%
1.4199999570846558
4
<0.1%
1.4190000295639038
1
<0.1%
1.4179999828338623
4
<0.1%
1.4170000553131104
2
<0.1%
ceiling_height_agl:m
MISSING:
20,675
(22%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cloud_base_agl:m
0.70
visibility:m
0.42
relative_humidity_1000hPa:p
-0.39
super_cooled_liquid_water:kgm2
-0.33
effective_cloud_cover:p
-0.33
wind_speed_u_10m:ms
-0.29
direct_rad_1h:J
0.27
direct_rad:W
0.26
t_1000hPa:K
0.22
snow_water:kgm2
-0.18
wind_speed_10m:ms
-0.14
rain_water:kgm2
-0.14
air_density_2m:kgm3
-0.13
pv_measurement
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
year
0.14
day_of_week
0.05
quarter
0.04
is_in_shadow:idx
0.03
precip_type_5min:idx
0.03
snow_density:kgm3
0.03
is_day:idx
0.03
wind_speed_w_1000hPa:ms
0.02
elevation:m
0.02
building
0.02
dew_or_rime:idx
0.01
snow_drift:idx
0.00
MOST FREQUENT VALUES
28.299999237060547
97
0.1%
28.200000762939453
80
0.1%
28.100000381469727
73
0.1%
28.399999618530273
69
<0.1%
28.0
62
<0.1%
28.700000762939453
49
<0.1%
28.5
48
<0.1%
28.600000381469727
48
<0.1%
28.799999237060547
36
<0.1%
29.799999237060547
33
<0.1%
29.5
32
<0.1%
28.899999618530273
30
<0.1%
29.700000762939453
30
<0.1%
29.899999618530273
27
<0.1%
30.0
27
<0.1%
SMALLEST VALUES
27.799999237060547
7
<0.1%
27.899999618530273
24
<0.1%
28.0
62
<0.1%
28.100000381469727
73
0.1%
28.200000762939453
80
0.1%
28.299999237060547
97
0.1%
28.399999618530273
69
<0.1%
28.5
48
<0.1%
28.600000381469727
48
<0.1%
28.700000762939453
49
<0.1%
28.799999237060547
36
<0.1%
28.899999618530273
30
<0.1%
29.0
23
<0.1%
29.100000381469727
26
<0.1%
29.200000762939453
16
<0.1%
LARGEST VALUES
12431.2998046875
1
<0.1%
12328.7998046875
1
<0.1%
12328.5
1
<0.1%
12316.7001953125
1
<0.1%
12307.7001953125
1
<0.1%
12294.900390625
1
<0.1%
12289.900390625
1
<0.1%
12267.5
1
<0.1%
12214.2998046875
1
<0.1%
12214.099609375
1
<0.1%
12210.7998046875
1
<0.1%
12205.400390625
1
<0.1%
12202.599609375
1
<0.1%
12201.400390625
1
<0.1%
12201.2001953125
1
<0.1%
clear_sky_energy_1h:J
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
clear_sky_rad:W
0.99
diffuse_rad_1h:J
0.92
diffuse_rad:W
0.91
sun_elevation:d
0.83
direct_rad_1h:J
0.75
direct_rad:W
0.74
pv_measurement
0.58
air_density_2m:kgm3
-0.45
t_1000hPa:K
0.44
dew_point_2m:K
0.36
absolute_humidity_2m:gm3
0.36
wind_speed_v_10m:ms
-0.34
relative_humidity_1000hPa:p
-0.33
pressure_100m:hPa
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.70
is_day:idx
0.65
quarter
0.49
dew_or_rime:idx
0.16
snow_density:kgm3
0.11
year
0.08
precip_type_5min:idx
0.05
elevation:m
0.04
building
0.04
wind_speed_w_1000hPa:ms
0.02
snow_drift:idx
0.00
day_of_week
0.00
MOST FREQUENT VALUES
0.0
44,152
47.5%
1060.4000244140625
3
<0.1%
1573.199951171875
3
<0.1%
599.9000244140625
3
<0.1%
1087.0
3
<0.1%
608.5999755859375
3
<0.1%
1247.9000244140625
3
<0.1%
409.5
3
<0.1%
1131.5999755859375
2
<0.1%
184204.796875
2
<0.1%
53766.69921875
2
<0.1%
2202351.0
2
<0.1%
2451286.75
2
<0.1%
2509398.5
2
<0.1%
1670.199951171875
2
<0.1%
SMALLEST VALUES
0.0
44,152
47.5%
0.10000000149011612
1
<0.1%
3.5999999046325684
1
<0.1%
3.700000047683716
1
<0.1%
3.799999952316284
1
<0.1%
4.0
1
<0.1%
4.199999809265137
1
<0.1%
4.900000095367432
1
<0.1%
5.5
1
<0.1%
5.599999904632568
1
<0.1%
5.699999809265137
1
<0.1%
5.800000190734863
1
<0.1%
5.900000095367432
1
<0.1%
7.199999809265137
1
<0.1%
7.5
1
<0.1%
LARGEST VALUES
3006697.25
1
<0.1%
3006539.0
1
<0.1%
3006523.75
1
<0.1%
3006049.25
1
<0.1%
3006018.0
1
<0.1%
3005616.0
1
<0.1%
3005499.25
1
<0.1%
3005401.25
1
<0.1%
3005228.25
1
<0.1%
3005179.5
1
<0.1%
3005050.0
1
<0.1%
3004854.75
1
<0.1%
3004692.75
1
<0.1%
3004672.0
1
<0.1%
3004535.0
1
<0.1%
clear_sky_rad:W
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
clear_sky_energy_1h:J
0.99
diffuse_rad:W
0.92
diffuse_rad_1h:J
0.91
sun_elevation:d
0.83
direct_rad:W
0.75
direct_rad_1h:J
0.74
pv_measurement
0.60
air_density_2m:kgm3
-0.44
t_1000hPa:K
0.43
dew_point_2m:K
0.36
absolute_humidity_2m:gm3
0.36
wind_speed_v_10m:ms
-0.33
relative_humidity_1000hPa:p
-0.31
pressure_100m:hPa
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.71
is_day:idx
0.65
quarter
0.49
dew_or_rime:idx
0.16
snow_density:kgm3
0.11
year
0.08
precip_type_5min:idx
0.05
elevation:m
0.04
building
0.04
wind_speed_w_1000hPa:ms
0.01
snow_drift:idx
0.00
day_of_week
0.00
MOST FREQUENT VALUES
0.0
48,042
51.7%
14.800000190734863
50
<0.1%
14.100000381469727
43
<0.1%
16.200000762939453
42
<0.1%
24.899999618530273
42
<0.1%
22.5
41
<0.1%
6.199999809265137
40
<0.1%
20.600000381469727
38
<0.1%
23.700000762939453
37
<0.1%
30.299999237060547
37
<0.1%
7.0
37
<0.1%
6.699999809265137
37
<0.1%
20.299999237060547
36
<0.1%
13.300000190734863
35
<0.1%
23.5
35
<0.1%
SMALLEST VALUES
0.0
48,042
51.7%
0.10000000149011612
17
<0.1%
0.20000000298023224
24
<0.1%
0.30000001192092896
24
<0.1%
0.4000000059604645
21
<0.1%
0.5
14
<0.1%
0.6000000238418579
18
<0.1%
0.699999988079071
17
<0.1%
0.800000011920929
10
<0.1%
0.8999999761581421
16
<0.1%
1.0
25
<0.1%
1.100000023841858
17
<0.1%
1.2000000476837158
26
<0.1%
1.2999999523162842
16
<0.1%
1.399999976158142
21
<0.1%
LARGEST VALUES
835.2999877929688
3
<0.1%
835.2000122070312
1
<0.1%
835.0999755859375
1
<0.1%
835.0
1
<0.1%
834.9000244140625
1
<0.1%
834.7999877929688
2
<0.1%
834.7000122070312
8
<0.1%
834.5999755859375
9
<0.1%
834.5
4
<0.1%
834.4000244140625
9
<0.1%
834.2999877929688
5
<0.1%
834.2000122070312
8
<0.1%
834.0999755859375
10
<0.1%
834.0
3
<0.1%
833.9000244140625
5
<0.1%
cloud_base_agl:m
MISSING:
8,547
(9%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ceiling_height_agl:m
0.70
relative_humidity_1000hPa:p
-0.44
visibility:m
0.43
wind_speed_u_10m:ms
-0.36
effective_cloud_cover:p
-0.31
super_cooled_liquid_water:kgm2
-0.26
direct_rad_1h:J
0.24
direct_rad:W
0.23
t_1000hPa:K
0.19
wind_speed_10m:ms
-0.18
snow_water:kgm2
-0.12
pv_measurement
0.11
rain_water:kgm2
-0.10
air_density_2m:kgm3
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.05
day_of_week
0.04
year
0.04
quarter
0.04
snow_density:kgm3
0.03
is_in_shadow:idx
0.03
wind_speed_w_1000hPa:ms
0.03
is_day:idx
0.03
dew_or_rime:idx
0.02
elevation:m
0.01
building
0.01
snow_drift:idx
0.00
MOST FREQUENT VALUES
29.700000762939453
55
<0.1%
28.600000381469727
53
<0.1%
28.299999237060547
50
<0.1%
28.399999618530273
38
<0.1%
28.899999618530273
37
<0.1%
29.399999618530273
32
<0.1%
29.0
31
<0.1%
29.799999237060547
28
<0.1%
28.100000381469727
27
<0.1%
29.5
27
<0.1%
31.799999237060547
27
<0.1%
29.600000381469727
27
<0.1%
28.200000762939453
27
<0.1%
31.899999618530273
27
<0.1%
29.899999618530273
26
<0.1%
SMALLEST VALUES
27.399999618530273
1
<0.1%
27.5
1
<0.1%
27.700000762939453
2
<0.1%
27.799999237060547
2
<0.1%
27.899999618530273
12
<0.1%
28.0
12
<0.1%
28.100000381469727
27
<0.1%
28.200000762939453
27
<0.1%
28.299999237060547
50
<0.1%
28.399999618530273
38
<0.1%
28.5
18
<0.1%
28.600000381469727
53
<0.1%
28.700000762939453
20
<0.1%
28.799999237060547
18
<0.1%
28.899999618530273
37
<0.1%
LARGEST VALUES
11688.900390625
1
<0.1%
11688.7001953125
1
<0.1%
11665.7001953125
1
<0.1%
11652.7001953125
1
<0.1%
11648.400390625
2
<0.1%
11636.099609375
1
<0.1%
11635.2001953125
1
<0.1%
11603.2001953125
1
<0.1%
11592.5
1
<0.1%
11591.900390625
1
<0.1%
11544.099609375
1
<0.1%
11458.5
1
<0.1%
11457.599609375
1
<0.1%
11391.0
1
<0.1%
11387.599609375
1
<0.1%
dew_or_rime:idx
MISSING:
---
TOP CATEGORIES
0.0
87,320
94%
1.0
3,142
3%
-1.0
2,489
3%
ALL
92,951
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
dew_or_rime:idx
PROVIDES INFORMATION ON...
is_in_shadow:idx
0.04
is_day:idx
0.04
elevation:m
0.02
building
0.02
snow_density:kgm3
0.02
quarter
0.01
wind_speed_w_1000hPa:ms
0.01
snow_drift:idx
0.01
precip_type_5min:idx
0.00
year
0.00
day_of_week
0.00

THESE FEATURES
GIVE INFORMATION
ON dew_or_rime:idx:
is_in_shadow:idx
0.11
elevation:m
0.10
building
0.10
is_day:idx
0.10
quarter
0.06
snow_density:kgm3
0.01
year
0.01
precip_type_5min:idx
0.00
day_of_week
0.00
wind_speed_w_1000hPa:ms
0.00
snow_drift:idx
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dew_or_rime:idx
CORRELATION RATIO WITH...
prob_rime:p
0.75
wind_speed_10m:ms
0.20
sun_elevation:d
0.20
dew_point_2m:K
0.20
air_density_2m:kgm3
0.19
absolute_humidity_2m:gm3
0.18
relative_humidity_1000hPa:p
0.17
diffuse_rad_1h:J
0.17
t_1000hPa:K
0.16
diffuse_rad:W
0.16
clear_sky_energy_1h:J
0.16
clear_sky_rad:W
0.16
effective_cloud_cover:p
0.15
total_cloud_cover:p
0.13
dew_point_2m:K
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
absolute_humidity_2m:gm3
0.97
t_1000hPa:K
0.91
air_density_2m:kgm3
-0.83
sun_elevation:d
0.42
clear_sky_energy_1h:J
0.36
clear_sky_rad:W
0.36
diffuse_rad_1h:J
0.30
day_of_year
0.30
month
0.29
diffuse_rad:W
0.29
snow_depth:cm
-0.25
rain_water:kgm2
0.25
direct_rad_1h:J
0.25
direct_rad:W
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
quarter
0.71
snow_density:kgm3
0.32
is_in_shadow:idx
0.31
is_day:idx
0.29
year
0.25
dew_or_rime:idx
0.20
precip_type_5min:idx
0.14
elevation:m
0.09
building
0.09
wind_speed_w_1000hPa:ms
0.03
day_of_week
0.02
snow_drift:idx
0.00
MOST FREQUENT VALUES
271.70001220703125
628
0.7%
272.1000061035156
617
0.7%
271.8999938964844
605
0.7%
271.5
597
0.6%
272.0
597
0.6%
271.79998779296875
594
0.6%
272.20001220703125
592
0.6%
272.79998779296875
588
0.6%
272.29998779296875
576
0.6%
272.5
573
0.6%
272.6000061035156
571
0.6%
272.70001220703125
568
0.6%
272.3999938964844
568
0.6%
273.0
567
0.6%
271.3999938964844
565
0.6%
SMALLEST VALUES
247.3000030517578
1
<0.1%
247.5
1
<0.1%
248.39999389648438
1
<0.1%
248.89999389648438
1
<0.1%
249.5
2
<0.1%
249.6999969482422
1
<0.1%
249.8000030517578
1
<0.1%
249.89999389648438
2
<0.1%
250.10000610351562
3
<0.1%
250.1999969482422
1
<0.1%
250.3000030517578
1
<0.1%
250.39999389648438
2
<0.1%
250.5
1
<0.1%
250.6999969482422
2
<0.1%
250.8000030517578
3
<0.1%
LARGEST VALUES
293.79998779296875
2
<0.1%
293.5
2
<0.1%
293.29998779296875
2
<0.1%
293.0
2
<0.1%
292.79998779296875
2
<0.1%
292.70001220703125
4
<0.1%
292.6000061035156
4
<0.1%
292.5
6
<0.1%
292.3999938964844
5
<0.1%
292.29998779296875
2
<0.1%
292.1000061035156
4
<0.1%
292.0
5
<0.1%
291.8999938964844
5
<0.1%
291.79998779296875
12
<0.1%
291.70001220703125
6
<0.1%
diffuse_rad:W
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
diffuse_rad_1h:J
0.99
clear_sky_rad:W
0.92
clear_sky_energy_1h:J
0.91
sun_elevation:d
0.80
direct_rad_1h:J
0.58
direct_rad:W
0.58
pv_measurement
0.52
air_density_2m:kgm3
-0.38
t_1000hPa:K
0.35
wind_speed_v_10m:ms
-0.30
relative_humidity_1000hPa:p
-0.30
dew_point_2m:K
0.29
absolute_humidity_2m:gm3
0.28
pressure_100m:hPa
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.73
is_day:idx
0.67
quarter
0.46
dew_or_rime:idx
0.16
snow_density:kgm3
0.09
year
0.05
precip_type_5min:idx
0.04
elevation:m
0.04
building
0.04
wind_speed_w_1000hPa:ms
0.02
day_of_week
0.02
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
48,070
51.7%
11.600000381469727
72
<0.1%
7.400000095367432
67
<0.1%
0.20000000298023224
67
<0.1%
7.199999809265137
64
<0.1%
5.199999809265137
64
<0.1%
5.599999904632568
63
<0.1%
10.800000190734863
62
<0.1%
3.700000047683716
61
<0.1%
0.10000000149011612
60
<0.1%
47.79999923706055
60
<0.1%
10.5
60
<0.1%
6.199999809265137
59
<0.1%
5.099999904632568
58
<0.1%
5.699999809265137
57
<0.1%
SMALLEST VALUES
0.0
48,070
51.7%
0.10000000149011612
60
<0.1%
0.20000000298023224
67
<0.1%
0.30000001192092896
55
<0.1%
0.4000000059604645
52
<0.1%
0.5
43
<0.1%
0.6000000238418579
31
<0.1%
0.699999988079071
31
<0.1%
0.800000011920929
29
<0.1%
0.8999999761581421
38
<0.1%
1.0
30
<0.1%
1.100000023841858
34
<0.1%
1.2000000476837158
47
<0.1%
1.2999999523162842
35
<0.1%
1.399999976158142
30
<0.1%
LARGEST VALUES
340.1000061035156
1
<0.1%
336.70001220703125
2
<0.1%
331.8999938964844
1
<0.1%
329.79998779296875
2
<0.1%
328.29998779296875
1
<0.1%
325.20001220703125
1
<0.1%
320.20001220703125
1
<0.1%
320.1000061035156
1
<0.1%
319.5
2
<0.1%
317.5
1
<0.1%
317.20001220703125
1
<0.1%
316.5
2
<0.1%
315.0
1
<0.1%
314.5
1
<0.1%
314.1000061035156
2
<0.1%
diffuse_rad_1h:J
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
diffuse_rad:W
0.99
clear_sky_energy_1h:J
0.92
clear_sky_rad:W
0.91
sun_elevation:d
0.80
direct_rad_1h:J
0.59
direct_rad:W
0.58
pv_measurement
0.51
air_density_2m:kgm3
-0.39
t_1000hPa:K
0.36
relative_humidity_1000hPa:p
-0.32
wind_speed_v_10m:ms
-0.32
dew_point_2m:K
0.30
absolute_humidity_2m:gm3
0.29
pressure_100m:hPa
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.72
is_day:idx
0.67
quarter
0.46
dew_or_rime:idx
0.17
snow_density:kgm3
0.09
year
0.05
precip_type_5min:idx
0.04
elevation:m
0.04
building
0.04
wind_speed_w_1000hPa:ms
0.02
day_of_week
0.02
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
44,161
47.5%
26159.900390625
3
<0.1%
29882.69921875
3
<0.1%
20019.5
2
<0.1%
445866.5
2
<0.1%
38959.8984375
2
<0.1%
297596.1875
2
<0.1%
71472.3984375
2
<0.1%
242340.90625
2
<0.1%
9008.7001953125
2
<0.1%
385443.1875
2
<0.1%
309848.90625
2
<0.1%
9337.400390625
2
<0.1%
403896.6875
2
<0.1%
310608.90625
2
<0.1%
SMALLEST VALUES
0.0
44,161
47.5%
0.10000000149011612
1
<0.1%
5.800000190734863
1
<0.1%
6.0
1
<0.1%
6.800000190734863
2
<0.1%
6.900000095367432
1
<0.1%
8.199999809265137
1
<0.1%
10.699999809265137
1
<0.1%
11.0
1
<0.1%
11.600000381469727
1
<0.1%
12.699999809265137
1
<0.1%
22.0
1
<0.1%
22.100000381469727
1
<0.1%
39.599998474121094
1
<0.1%
42.79999923706055
1
<0.1%
LARGEST VALUES
1182265.375
1
<0.1%
1182250.5
1
<0.1%
1178197.125
1
<0.1%
1177433.75
1
<0.1%
1154011.375
1
<0.1%
1153740.375
1
<0.1%
1151747.875
1
<0.1%
1138888.25
1
<0.1%
1137788.75
1
<0.1%
1130209.875
1
<0.1%
1130157.75
1
<0.1%
1127940.0
1
<0.1%
1125560.5
1
<0.1%
1116801.875
1
<0.1%
1116646.75
1
<0.1%
direct_rad:W
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
direct_rad_1h:J
0.99
clear_sky_rad:W
0.75
clear_sky_energy_1h:J
0.74
pv_measurement
0.62
sun_elevation:d
0.61
diffuse_rad:W
0.58
diffuse_rad_1h:J
0.58
relative_humidity_1000hPa:p
-0.45
t_1000hPa:K
0.38
air_density_2m:kgm3
-0.36
effective_cloud_cover:p
-0.32
total_cloud_cover:p
-0.28
wind_speed_v_10m:ms
-0.27
visibility:m
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.51
is_day:idx
0.46
quarter
0.37
dew_or_rime:idx
0.11
precip_type_5min:idx
0.08
snow_density:kgm3
0.08
year
0.06
day_of_week
0.03
elevation:m
0.02
building
0.02
wind_speed_w_1000hPa:ms
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
54,984
59.2%
0.10000000149011612
653
0.7%
0.20000000298023224
440
0.5%
0.30000001192092896
334
0.4%
0.4000000059604645
280
0.3%
0.5
264
0.3%
0.699999988079071
258
0.3%
0.6000000238418579
240
0.3%
0.800000011920929
189
0.2%
1.100000023841858
185
0.2%
0.8999999761581421
177
0.2%
1.0
161
0.2%
1.2000000476837158
148
0.2%
2.4000000953674316
123
0.1%
1.399999976158142
119
0.1%
SMALLEST VALUES
0.0
54,984
59.2%
0.10000000149011612
653
0.7%
0.20000000298023224
440
0.5%
0.30000001192092896
334
0.4%
0.4000000059604645
280
0.3%
0.5
264
0.3%
0.6000000238418579
240
0.3%
0.699999988079071
258
0.3%
0.800000011920929
189
0.2%
0.8999999761581421
177
0.2%
1.0
161
0.2%
1.100000023841858
185
0.2%
1.2000000476837158
148
0.2%
1.2999999523162842
108
0.1%
1.399999976158142
119
0.1%
LARGEST VALUES
684.2999877929688
2
<0.1%
683.9000244140625
1
<0.1%
683.2000122070312
1
<0.1%
678.9000244140625
2
<0.1%
678.5
1
<0.1%
678.0
2
<0.1%
677.5999755859375
1
<0.1%
677.2000122070312
1
<0.1%
677.0999755859375
1
<0.1%
674.5999755859375
3
<0.1%
674.5
1
<0.1%
673.5999755859375
1
<0.1%
673.4000244140625
1
<0.1%
673.2999877929688
2
<0.1%
673.0999755859375
1
<0.1%
direct_rad_1h:J
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
direct_rad:W
0.99
clear_sky_energy_1h:J
0.75
clear_sky_rad:W
0.74
sun_elevation:d
0.61
pv_measurement
0.60
diffuse_rad_1h:J
0.59
diffuse_rad:W
0.58
relative_humidity_1000hPa:p
-0.48
t_1000hPa:K
0.40
air_density_2m:kgm3
-0.38
effective_cloud_cover:p
-0.32
wind_speed_v_10m:ms
-0.29
visibility:m
0.28
total_cloud_cover:p
-0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.51
is_day:idx
0.46
quarter
0.37
dew_or_rime:idx
0.11
snow_density:kgm3
0.08
precip_type_5min:idx
0.08
year
0.06
day_of_week
0.03
elevation:m
0.02
building
0.02
wind_speed_w_1000hPa:ms
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
50,096
53.9%
0.10000000149011612
44
<0.1%
0.30000001192092896
19
<0.1%
0.20000000298023224
18
<0.1%
0.4000000059604645
16
<0.1%
0.5
10
<0.1%
1.0
10
<0.1%
4.300000190734863
9
<0.1%
0.6000000238418579
9
<0.1%
4.5
7
<0.1%
0.800000011920929
6
<0.1%
4.199999809265137
6
<0.1%
1.100000023841858
6
<0.1%
2.5999999046325684
6
<0.1%
4.699999809265137
5
<0.1%
SMALLEST VALUES
0.0
50,096
53.9%
0.10000000149011612
44
<0.1%
0.20000000298023224
18
<0.1%
0.30000001192092896
19
<0.1%
0.4000000059604645
16
<0.1%
0.5
10
<0.1%
0.6000000238418579
9
<0.1%
0.699999988079071
4
<0.1%
0.800000011920929
6
<0.1%
0.8999999761581421
4
<0.1%
1.0
10
<0.1%
1.100000023841858
6
<0.1%
1.2000000476837158
4
<0.1%
1.399999976158142
5
<0.1%
1.5
1
<0.1%
LARGEST VALUES
2445897.0
1
<0.1%
2445832.5
1
<0.1%
2442473.5
1
<0.1%
2442463.75
1
<0.1%
2441281.5
1
<0.1%
2440909.0
1
<0.1%
2436140.5
1
<0.1%
2425229.25
1
<0.1%
2425167.0
1
<0.1%
2424645.75
1
<0.1%
2423938.0
1
<0.1%
2420924.75
1
<0.1%
2417366.0
1
<0.1%
2417338.0
1
<0.1%
2417154.5
1
<0.1%
effective_cloud_cover:p
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_cloud_cover:p
0.93
visibility:m
-0.50
super_cooled_liquid_water:kgm2
0.43
wind_speed_u_10m:ms
0.33
relative_humidity_1000hPa:p
0.33
ceiling_height_agl:m
-0.33
snow_water:kgm2
0.32
direct_rad:W
-0.32
direct_rad_1h:J
-0.32
cloud_base_agl:m
-0.31
wind_speed_10m:ms
0.28
msl_pressure:hPa
-0.24
sfc_pressure:hPa
-0.24
pressure_50m:hPa
-0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.17
dew_or_rime:idx
0.15
quarter
0.09
year
0.05
day_of_week
0.04
snow_density:kgm3
0.03
is_in_shadow:idx
0.02
is_day:idx
0.02
elevation:m
0.01
building
0.01
wind_speed_w_1000hPa:ms
0.01
snow_drift:idx
0.00
MOST FREQUENT VALUES
100.0
16,792
18.1%
0.0
4,440
4.8%
99.9000015258789
1,466
1.6%
99.80000305175781
1,199
1.3%
99.5999984741211
1,061
1.1%
99.69999694824219
976
1.1%
99.5
724
0.8%
99.4000015258789
598
0.6%
99.19999694824219
581
0.6%
99.30000305175781
575
0.6%
50.0
517
0.6%
99.0999984741211
472
0.5%
98.80000305175781
465
0.5%
99.0
447
0.5%
0.800000011920929
421
0.5%
SMALLEST VALUES
0.0
4,440
4.8%
0.10000000149011612
119
0.1%
0.20000000298023224
75
<0.1%
0.30000001192092896
251
0.3%
0.4000000059604645
75
<0.1%
0.5
217
0.2%
0.6000000238418579
84
<0.1%
0.699999988079071
176
0.2%
0.800000011920929
421
0.5%
0.8999999761581421
124
0.1%
1.0
97
0.1%
1.100000023841858
84
<0.1%
1.2000000476837158
89
<0.1%
1.2999999523162842
113
0.1%
1.399999976158142
80
<0.1%
LARGEST VALUES
100.0
16,792
18.1%
99.9000015258789
1,466
1.6%
99.80000305175781
1,199
1.3%
99.69999694824219
976
1.1%
99.5999984741211
1,061
1.1%
99.5
724
0.8%
99.4000015258789
598
0.6%
99.30000305175781
575
0.6%
99.19999694824219
581
0.6%
99.0999984741211
472
0.5%
99.0
447
0.5%
98.9000015258789
392
0.4%
98.80000305175781
465
0.5%
98.69999694824219
358
0.4%
98.5999984741211
360
0.4%
elevation:m
MISSING:
---
TOP CATEGORIES
6.0
34,061
37%
7.0
32,819
35%
24.0
26,071
28%
ALL
92,951
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
elevation:m
PROVIDES INFORMATION ON...
building
1.00
wind_speed_w_1000hPa:ms
0.15
dew_or_rime:idx
0.10
snow_drift:idx
0.09
year
0.02
snow_density:kgm3
0.01
quarter
0.00
is_in_shadow:idx
0.00
precip_type_5min:idx
0.00
is_day:idx
0.00
day_of_week
0.00

THESE FEATURES
GIVE INFORMATION
ON elevation:m:
building
1.00
dew_or_rime:idx
0.02
year
0.02
quarter
0.00
wind_speed_w_1000hPa:ms
0.00
is_in_shadow:idx
0.00
snow_density:kgm3
0.00
precip_type_5min:idx
0.00
is_day:idx
0.00
snow_drift:idx
0.00
day_of_week
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
elevation:m
CORRELATION RATIO WITH...
pv_measurement
0.34
prob_rime:p
0.18
pressure_100m:hPa
0.10
pressure_50m:hPa
0.10
sfc_pressure:hPa
0.10
wind_speed_v_10m:ms
0.10
absolute_humidity_2m:gm3
0.09
dew_point_2m:K
0.09
snow_depth:cm
0.08
month
0.07
day_of_year
0.07
fresh_snow_24h:cm
0.07
t_1000hPa:K
0.06
wind_speed_10m:ms
0.06
fresh_snow_12h:cm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fresh_snow_6h:cm
0.81
fresh_snow_24h:cm
0.79
fresh_snow_3h:cm
0.63
fresh_snow_1h:cm
0.45
dew_point_2m:K
-0.13
absolute_humidity_2m:gm3
-0.13
t_1000hPa:K
-0.13
pressure_100m:hPa
-0.12
pressure_50m:hPa
-0.12
sfc_pressure:hPa
-0.12
msl_pressure:hPa
-0.12
precip_5min:mm
0.10
day_of_year
-0.08
snow_depth:cm
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.23
quarter
0.14
snow_density:kgm3
0.13
year
0.12
is_in_shadow:idx
0.06
elevation:m
0.06
building
0.06
wind_speed_w_1000hPa:ms
0.05
is_day:idx
0.05
snow_drift:idx
0.04
dew_or_rime:idx
0.04
day_of_week
0.03
MOST FREQUENT VALUES
0.0
87,800
94.5%
0.30000001192092896
416
0.4%
0.20000000298023224
302
0.3%
0.6000000238418579
267
0.3%
0.4000000059604645
265
0.3%
0.8999999761581421
261
0.3%
0.699999988079071
255
0.3%
0.5
238
0.3%
0.800000011920929
205
0.2%
1.0
188
0.2%
1.2000000476837158
132
0.1%
1.2999999523162842
128
0.1%
1.100000023841858
126
0.1%
1.600000023841858
122
0.1%
1.899999976158142
107
0.1%
SMALLEST VALUES
0.0
87,800
94.5%
0.20000000298023224
302
0.3%
0.30000001192092896
416
0.4%
0.4000000059604645
265
0.3%
0.5
238
0.3%
0.6000000238418579
267
0.3%
0.699999988079071
255
0.3%
0.800000011920929
205
0.2%
0.8999999761581421
261
0.3%
1.0
188
0.2%
1.100000023841858
126
0.1%
1.2000000476837158
132
0.1%
1.2999999523162842
128
0.1%
1.399999976158142
66
<0.1%
1.5
61
<0.1%
LARGEST VALUES
37.400001525878906
5
<0.1%
36.70000076293945
1
<0.1%
34.0
1
<0.1%
31.700000762939453
1
<0.1%
30.399999618530273
1
<0.1%
26.299999237060547
1
<0.1%
25.0
1
<0.1%
19.200000762939453
1
<0.1%
18.200000762939453
1
<0.1%
16.0
4
<0.1%
15.800000190734863
1
<0.1%
15.5
1
<0.1%
15.0
6
<0.1%
14.699999809265137
1
<0.1%
14.600000381469727
1
<0.1%
fresh_snow_1h:cm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fresh_snow_3h:cm
0.80
fresh_snow_6h:cm
0.62
fresh_snow_12h:cm
0.45
fresh_snow_24h:cm
0.34
precip_5min:mm
0.14
dew_point_2m:K
-0.08
t_1000hPa:K
-0.08
absolute_humidity_2m:gm3
-0.08
pressure_100m:hPa
-0.07
pressure_50m:hPa
-0.07
sfc_pressure:hPa
-0.07
sun_elevation:d
-0.06
msl_pressure:hPa
-0.06
effective_cloud_cover:p
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.35
quarter
0.08
year
0.06
snow_density:kgm3
0.06
is_in_shadow:idx
0.06
is_day:idx
0.05
elevation:m
0.03
building
0.03
dew_or_rime:idx
0.03
wind_speed_w_1000hPa:ms
0.01
day_of_week
0.01
snow_drift:idx
0.01
MOST FREQUENT VALUES
0.0
91,659
98.6%
0.30000001192092896
258
0.3%
0.4000000059604645
192
0.2%
0.5
154
0.2%
0.20000000298023224
138
0.1%
0.6000000238418579
103
0.1%
0.800000011920929
81
<0.1%
0.699999988079071
72
<0.1%
0.8999999761581421
59
<0.1%
1.0
38
<0.1%
1.2000000476837158
26
<0.1%
1.100000023841858
25
<0.1%
1.2999999523162842
25
<0.1%
1.399999976158142
16
<0.1%
1.7000000476837158
16
<0.1%
SMALLEST VALUES
0.0
91,659
98.6%
0.20000000298023224
138
0.1%
0.30000001192092896
258
0.3%
0.4000000059604645
192
0.2%
0.5
154
0.2%
0.6000000238418579
103
0.1%
0.699999988079071
72
<0.1%
0.800000011920929
81
<0.1%
0.8999999761581421
59
<0.1%
1.0
38
<0.1%
1.100000023841858
25
<0.1%
1.2000000476837158
26
<0.1%
1.2999999523162842
25
<0.1%
1.399999976158142
16
<0.1%
1.5
9
<0.1%
LARGEST VALUES
7.099999904632568
1
<0.1%
6.800000190734863
1
<0.1%
6.699999809265137
1
<0.1%
5.699999809265137
1
<0.1%
4.699999809265137
1
<0.1%
4.5
1
<0.1%
4.199999809265137
1
<0.1%
3.5999999046325684
4
<0.1%
3.299999952316284
4
<0.1%
3.200000047683716
2
<0.1%
3.0999999046325684
3
<0.1%
2.799999952316284
2
<0.1%
2.700000047683716
4
<0.1%
2.5999999046325684
8
<0.1%
2.5
3
<0.1%
fresh_snow_24h:cm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fresh_snow_12h:cm
0.79
fresh_snow_6h:cm
0.60
fresh_snow_3h:cm
0.46
fresh_snow_1h:cm
0.34
dew_point_2m:K
-0.16
absolute_humidity_2m:gm3
-0.16
pressure_100m:hPa
-0.15
pressure_50m:hPa
-0.15
t_1000hPa:K
-0.15
sfc_pressure:hPa
-0.15
msl_pressure:hPa
-0.15
snow_depth:cm
0.12
day_of_year
-0.11
month
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.20
quarter
0.18
snow_density:kgm3
0.17
year
0.14
elevation:m
0.07
building
0.07
is_in_shadow:idx
0.07
is_day:idx
0.06
snow_drift:idx
0.05
dew_or_rime:idx
0.04
wind_speed_w_1000hPa:ms
0.04
day_of_week
0.03
MOST FREQUENT VALUES
0.0
84,903
91.3%
0.30000001192092896
557
0.6%
0.20000000298023224
428
0.5%
0.699999988079071
399
0.4%
0.6000000238418579
389
0.4%
0.8999999761581421
368
0.4%
1.0
340
0.4%
0.4000000059604645
300
0.3%
0.5
289
0.3%
0.800000011920929
259
0.3%
1.2000000476837158
198
0.2%
1.2999999523162842
175
0.2%
1.899999976158142
172
0.2%
1.100000023841858
162
0.2%
1.7000000476837158
154
0.2%
SMALLEST VALUES
0.0
84,903
91.3%
0.20000000298023224
428
0.5%
0.30000001192092896
557
0.6%
0.4000000059604645
300
0.3%
0.5
289
0.3%
0.6000000238418579
389
0.4%
0.699999988079071
399
0.4%
0.800000011920929
259
0.3%
0.8999999761581421
368
0.4%
1.0
340
0.4%
1.100000023841858
162
0.2%
1.2000000476837158
198
0.2%
1.2999999523162842
175
0.2%
1.399999976158142
86
<0.1%
1.5
99
0.1%
LARGEST VALUES
37.400001525878906
17
<0.1%
36.70000076293945
1
<0.1%
34.0
1
<0.1%
31.700000762939453
1
<0.1%
30.399999618530273
1
<0.1%
26.299999237060547
1
<0.1%
25.0
1
<0.1%
19.200000762939453
1
<0.1%
18.200000762939453
1
<0.1%
16.0
16
<0.1%
15.800000190734863
1
<0.1%
15.5
1
<0.1%
15.199999809265137
1
<0.1%
15.100000381469727
1
<0.1%
15.0
19
<0.1%
fresh_snow_3h:cm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fresh_snow_6h:cm
0.86
fresh_snow_1h:cm
0.80
fresh_snow_12h:cm
0.63
fresh_snow_24h:cm
0.46
precip_5min:mm
0.12
dew_point_2m:K
-0.10
t_1000hPa:K
-0.10
absolute_humidity_2m:gm3
-0.09
pressure_100m:hPa
-0.08
pressure_50m:hPa
-0.08
sfc_pressure:hPa
-0.08
msl_pressure:hPa
-0.08
sun_elevation:d
-0.08
effective_cloud_cover:p
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.29
quarter
0.10
year
0.08
snow_density:kgm3
0.08
is_in_shadow:idx
0.06
is_day:idx
0.06
elevation:m
0.04
building
0.04
dew_or_rime:idx
0.03
wind_speed_w_1000hPa:ms
0.03
day_of_week
0.01
snow_drift:idx
0.01
MOST FREQUENT VALUES
0.0
90,697
97.6%
0.30000001192092896
248
0.3%
0.20000000298023224
176
0.2%
0.5
173
0.2%
0.4000000059604645
169
0.2%
0.6000000238418579
159
0.2%
0.8999999761581421
133
0.1%
0.800000011920929
123
0.1%
0.699999988079071
119
0.1%
1.100000023841858
95
0.1%
1.0
90
<0.1%
1.2000000476837158
90
<0.1%
1.2999999523162842
68
<0.1%
1.899999976158142
48
<0.1%
1.7999999523162842
45
<0.1%
SMALLEST VALUES
0.0
90,697
97.6%
0.20000000298023224
176
0.2%
0.30000001192092896
248
0.3%
0.4000000059604645
169
0.2%
0.5
173
0.2%
0.6000000238418579
159
0.2%
0.699999988079071
119
0.1%
0.800000011920929
123
0.1%
0.8999999761581421
133
0.1%
1.0
90
<0.1%
1.100000023841858
95
0.1%
1.2000000476837158
90
<0.1%
1.2999999523162842
68
<0.1%
1.399999976158142
37
<0.1%
1.5
39
<0.1%
LARGEST VALUES
20.600000381469727
1
<0.1%
19.200000762939453
1
<0.1%
18.0
1
<0.1%
14.800000190734863
1
<0.1%
12.399999618530273
1
<0.1%
10.399999618530273
1
<0.1%
7.800000190734863
3
<0.1%
7.699999809265137
3
<0.1%
7.5
4
<0.1%
7.400000095367432
1
<0.1%
7.099999904632568
2
<0.1%
7.0
1
<0.1%
6.800000190734863
3
<0.1%
6.099999904632568
1
<0.1%
6.0
2
<0.1%
fresh_snow_6h:cm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fresh_snow_3h:cm
0.86
fresh_snow_12h:cm
0.81
fresh_snow_1h:cm
0.62
fresh_snow_24h:cm
0.60
dew_point_2m:K
-0.11
t_1000hPa:K
-0.11
absolute_humidity_2m:gm3
-0.11
pressure_100m:hPa
-0.10
precip_5min:mm
0.10
pressure_50m:hPa
-0.10
sfc_pressure:hPa
-0.10
msl_pressure:hPa
-0.09
sun_elevation:d
-0.08
day_of_year
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.25
quarter
0.12
snow_density:kgm3
0.09
year
0.09
is_in_shadow:idx
0.06
is_day:idx
0.06
elevation:m
0.04
building
0.04
dew_or_rime:idx
0.04
wind_speed_w_1000hPa:ms
0.03
snow_drift:idx
0.03
day_of_week
0.02
MOST FREQUENT VALUES
0.0
89,614
96.4%
0.30000001192092896
302
0.3%
0.20000000298023224
234
0.3%
0.4000000059604645
204
0.2%
0.6000000238418579
198
0.2%
0.5
189
0.2%
0.699999988079071
179
0.2%
0.8999999761581421
173
0.2%
0.800000011920929
145
0.2%
1.100000023841858
115
0.1%
1.0
109
0.1%
1.2000000476837158
92
<0.1%
1.2999999523162842
86
<0.1%
1.899999976158142
78
<0.1%
1.600000023841858
72
<0.1%
SMALLEST VALUES
0.0
89,614
96.4%
0.20000000298023224
234
0.3%
0.30000001192092896
302
0.3%
0.4000000059604645
204
0.2%
0.5
189
0.2%
0.6000000238418579
198
0.2%
0.699999988079071
179
0.2%
0.800000011920929
145
0.2%
0.8999999761581421
173
0.2%
1.0
109
0.1%
1.100000023841858
115
0.1%
1.2000000476837158
92
<0.1%
1.2999999523162842
86
<0.1%
1.399999976158142
70
<0.1%
1.5
55
<0.1%
LARGEST VALUES
34.0
1
<0.1%
31.0
1
<0.1%
30.399999618530273
1
<0.1%
26.299999237060547
1
<0.1%
25.0
1
<0.1%
19.200000762939453
1
<0.1%
18.200000762939453
1
<0.1%
14.600000381469727
1
<0.1%
14.5
1
<0.1%
13.399999618530273
1
<0.1%
13.300000190734863
3
<0.1%
12.699999809265137
1
<0.1%
12.5
1
<0.1%
12.399999618530273
1
<0.1%
11.100000381469727
1
<0.1%
is_day:idx
MISSING:
---
TOP CATEGORIES
0.0
48,024
52%
1.0
44,927
48%
ALL
92,951
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
is_day:idx
PROVIDES INFORMATION ON...
is_in_shadow:idx
0.77
dew_or_rime:idx
0.10
snow_drift:idx
0.06
quarter
0.05
snow_density:kgm3
0.02
wind_speed_w_1000hPa:ms
0.00
precip_type_5min:idx
0.00
year
0.00
elevation:m
0.00
building
0.00
day_of_week
0.00

THESE FEATURES
GIVE INFORMATION
ON is_day:idx:
is_in_shadow:idx
0.76
quarter
0.10
dew_or_rime:idx
0.04
snow_density:kgm3
0.00
year
0.00
precip_type_5min:idx
0.00
elevation:m
0.00
building
0.00
wind_speed_w_1000hPa:ms
0.00
snow_drift:idx
0.00
day_of_week
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_day:idx
CORRELATION RATIO WITH...
sun_elevation:d
0.81
diffuse_rad:W
0.67
diffuse_rad_1h:J
0.67
clear_sky_rad:W
0.65
clear_sky_energy_1h:J
0.65
direct_rad_1h:J
0.46
direct_rad:W
0.46
pv_measurement
0.38
air_density_2m:kgm3
0.35
t_1000hPa:K
0.32
absolute_humidity_2m:gm3
0.29
dew_point_2m:K
0.29
wind_speed_v_10m:ms
0.26
relative_humidity_1000hPa:p
0.21
is_in_shadow:idx
MISSING:
---
TOP CATEGORIES
1.0
52,553
57%
0.0
40,398
43%
ALL
92,951
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
is_in_shadow:idx
PROVIDES INFORMATION ON...
is_day:idx
0.76
dew_or_rime:idx
0.11
quarter
0.06
snow_drift:idx
0.05
snow_density:kgm3
0.02
precip_type_5min:idx
0.00
wind_speed_w_1000hPa:ms
0.00
elevation:m
0.00
building
0.00
year
0.00
day_of_week
0.00

THESE FEATURES
GIVE INFORMATION
ON is_in_shadow:idx:
is_day:idx
0.77
quarter
0.12
dew_or_rime:idx
0.04
snow_density:kgm3
0.01
elevation:m
0.00
building
0.00
year
0.00
precip_type_5min:idx
0.00
wind_speed_w_1000hPa:ms
0.00
snow_drift:idx
0.00
day_of_week
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
CORRELATION RATIO WITH...
sun_elevation:d
0.81
diffuse_rad:W
0.73
diffuse_rad_1h:J
0.72
clear_sky_rad:W
0.71
clear_sky_energy_1h:J
0.70
direct_rad_1h:J
0.51
direct_rad:W
0.51
pv_measurement
0.42
air_density_2m:kgm3
0.37
t_1000hPa:K
0.34
dew_point_2m:K
0.31
absolute_humidity_2m:gm3
0.31
wind_speed_v_10m:ms
0.28
relative_humidity_1000hPa:p
0.22
msl_pressure:hPa
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sfc_pressure:hPa
1.00
pressure_50m:hPa
1.00
pressure_100m:hPa
1.00
air_density_2m:kgm3
0.32
effective_cloud_cover:p
-0.24
total_cloud_cover:p
-0.23
wind_speed_10m:ms
-0.21
wind_speed_v_10m:ms
-0.20
direct_rad_1h:J
0.18
direct_rad:W
0.18
sun_elevation:d
0.17
snow_water:kgm2
-0.17
clear_sky_rad:W
0.15
clear_sky_energy_1h:J
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
quarter
0.28
year
0.12
is_in_shadow:idx
0.12
is_day:idx
0.12
precip_type_5min:idx
0.11
wind_speed_w_1000hPa:ms
0.05
day_of_week
0.04
dew_or_rime:idx
0.02
elevation:m
0.01
building
0.01
snow_density:kgm3
0.01
snow_drift:idx
0.00
MOST FREQUENT VALUES
1016.2000122070312
361
0.4%
1007.9000244140625
339
0.4%
1016.0999755859375
335
0.4%
1016.2999877929688
332
0.4%
1011.4000244140625
331
0.4%
1011.2999877929688
329
0.4%
1010.0999755859375
329
0.4%
1015.9000244140625
329
0.4%
1010.0
323
0.3%
1009.9000244140625
322
0.3%
1014.9000244140625
322
0.3%
1014.7999877929688
320
0.3%
1018.2999877929688
320
0.3%
1015.7000122070312
319
0.3%
1008.0
319
0.3%
SMALLEST VALUES
944.2999877929688
2
<0.1%
944.4000244140625
2
<0.1%
944.5
1
<0.1%
944.5999755859375
1
<0.1%
944.9000244140625
1
<0.1%
945.0
3
<0.1%
945.0999755859375
1
<0.1%
945.2000122070312
1
<0.1%
945.9000244140625
1
<0.1%
946.0
1
<0.1%
946.0999755859375
3
<0.1%
946.2000122070312
1
<0.1%
946.7999877929688
1
<0.1%
946.9000244140625
1
<0.1%
947.0
1
<0.1%
LARGEST VALUES
1044.0999755859375
3
<0.1%
1044.0
2
<0.1%
1043.9000244140625
7
<0.1%
1043.800048828125
3
<0.1%
1043.699951171875
1
<0.1%
1043.5999755859375
4
<0.1%
1043.4000244140625
3
<0.1%
1043.300048828125
1
<0.1%
1043.0
1
<0.1%
1042.9000244140625
1
<0.1%
1042.800048828125
2
<0.1%
1042.699951171875
2
<0.1%
1042.5999755859375
4
<0.1%
1042.5
4
<0.1%
1042.4000244140625
1
<0.1%
precip_5min:mm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
snow_water:kgm2
0.21
rain_water:kgm2
0.17
fresh_snow_1h:cm
0.14
fresh_snow_3h:cm
0.12
total_cloud_cover:p
0.11
effective_cloud_cover:p
0.11
fresh_snow_12h:cm
0.10
fresh_snow_6h:cm
0.10
wind_speed_10m:ms
0.09
super_cooled_liquid_water:kgm2
0.09
air_density_2m:kgm3
-0.09
visibility:m
-0.09
msl_pressure:hPa
-0.09
sfc_pressure:hPa
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.71
year
0.05
quarter
0.05
wind_speed_w_1000hPa:ms
0.03
day_of_week
0.03
is_day:idx
0.02
snow_density:kgm3
0.02
is_in_shadow:idx
0.02
dew_or_rime:idx
0.02
elevation:m
0.01
building
0.01
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
87,601
94.2%
0.009999999776482582
757
0.8%
0.05999999865889549
481
0.5%
0.07000000029802322
408
0.4%
0.05000000074505806
402
0.4%
0.019999999552965164
374
0.4%
0.07999999821186066
308
0.3%
0.029999999329447746
280
0.3%
0.10000000149011612
246
0.3%
0.09000000357627869
231
0.2%
0.03999999910593033
204
0.2%
0.10999999940395355
187
0.2%
0.11999999731779099
161
0.2%
0.12999999523162842
113
0.1%
0.15000000596046448
102
0.1%
SMALLEST VALUES
0.0
87,601
94.2%
0.009999999776482582
757
0.8%
0.019999999552965164
374
0.4%
0.029999999329447746
280
0.3%
0.03999999910593033
204
0.2%
0.05000000074505806
402
0.4%
0.05999999865889549
481
0.5%
0.07000000029802322
408
0.4%
0.07999999821186066
308
0.3%
0.09000000357627869
231
0.2%
0.10000000149011612
246
0.3%
0.10999999940395355
187
0.2%
0.11999999731779099
161
0.2%
0.12999999523162842
113
0.1%
0.14000000059604645
100
0.1%
LARGEST VALUES
1.3799999952316284
2
<0.1%
1.1100000143051147
2
<0.1%
1.0299999713897705
1
<0.1%
0.8899999856948853
1
<0.1%
0.8299999833106995
1
<0.1%
0.7699999809265137
1
<0.1%
0.7200000286102295
2
<0.1%
0.7099999785423279
2
<0.1%
0.6100000143051147
3
<0.1%
0.5799999833106995
2
<0.1%
0.5400000214576721
2
<0.1%
0.5299999713897705
7
<0.1%
0.5199999809265137
6
<0.1%
0.5
5
<0.1%
0.49000000953674316
4
<0.1%
precip_type_5min:idx
MISSING:
---
TOP CATEGORIES
0.0
87,601
94%
1.0
3,876
4%
3.0
886
<1%
2.0
579
<1%
5.0
5
<1%
6.0
3
<1%
4.0
1
<1%
ALL
92,951
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
precip_type_5min:idx
PROVIDES INFORMATION ON...
year
0.01
snow_density:kgm3
0.01
wind_speed_w_1000hPa:ms
0.01
quarter
0.01
snow_drift:idx
0.01
dew_or_rime:idx
0.00
is_in_shadow:idx
0.00
is_day:idx
0.00
elevation:m
0.00
building
0.00
day_of_week
0.00

THESE FEATURES
GIVE INFORMATION
ON precip_type_5min:idx:
year
0.07
quarter
0.03
snow_density:kgm3
0.01
dew_or_rime:idx
0.00
day_of_week
0.00
is_in_shadow:idx
0.00
elevation:m
0.00
building
0.00
is_day:idx
0.00
wind_speed_w_1000hPa:ms
0.00
snow_drift:idx
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
CORRELATION RATIO WITH...
precip_5min:mm
0.71
fresh_snow_1h:cm
0.35
fresh_snow_3h:cm
0.29
snow_water:kgm2
0.26
fresh_snow_6h:cm
0.25
fresh_snow_12h:cm
0.23
rain_water:kgm2
0.21
fresh_snow_24h:cm
0.20
visibility:m
0.18
effective_cloud_cover:p
0.17
total_cloud_cover:p
0.16
wind_speed_10m:ms
0.15
t_1000hPa:K
0.15
dew_point_2m:K
0.14
pressure_100m:hPa
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pressure_50m:hPa
1.00
sfc_pressure:hPa
1.00
msl_pressure:hPa
1.00
air_density_2m:kgm3
0.30
effective_cloud_cover:p
-0.23
total_cloud_cover:p
-0.22
wind_speed_v_10m:ms
-0.21
wind_speed_10m:ms
-0.21
direct_rad_1h:J
0.19
direct_rad:W
0.19
sun_elevation:d
0.18
snow_water:kgm2
-0.17
clear_sky_rad:W
0.16
clear_sky_energy_1h:J
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
quarter
0.29
is_in_shadow:idx
0.13
is_day:idx
0.12
year
0.12
precip_type_5min:idx
0.11
elevation:m
0.10
building
0.10
wind_speed_w_1000hPa:ms
0.05
day_of_week
0.04
dew_or_rime:idx
0.03
snow_density:kgm3
0.02
snow_drift:idx
0.00
MOST FREQUENT VALUES
1003.0999755859375
334
0.4%
1003.0
326
0.4%
996.5
322
0.3%
1002.5999755859375
321
0.3%
1001.5999755859375
317
0.3%
994.7000122070312
315
0.3%
994.7999877929688
314
0.3%
998.5
314
0.3%
1003.2000122070312
312
0.3%
997.4000244140625
312
0.3%
999.5
310
0.3%
1002.7999877929688
309
0.3%
999.2000122070312
308
0.3%
996.0999755859375
307
0.3%
1001.7999877929688
307
0.3%
SMALLEST VALUES
929.7999877929688
1
<0.1%
930.0999755859375
1
<0.1%
930.5
1
<0.1%
930.5999755859375
1
<0.1%
931.4000244140625
1
<0.1%
931.5999755859375
1
<0.1%
932.0999755859375
1
<0.1%
932.2999877929688
1
<0.1%
932.4000244140625
2
<0.1%
932.5
1
<0.1%
932.7999877929688
1
<0.1%
932.9000244140625
1
<0.1%
933.0
2
<0.1%
933.0999755859375
1
<0.1%
933.4000244140625
1
<0.1%
LARGEST VALUES
1030.9000244140625
1
<0.1%
1030.800048828125
3
<0.1%
1030.699951171875
2
<0.1%
1030.5999755859375
4
<0.1%
1030.5
2
<0.1%
1030.4000244140625
1
<0.1%
1030.300048828125
1
<0.1%
1030.0999755859375
1
<0.1%
1030.0
1
<0.1%
1029.5999755859375
2
<0.1%
1029.5
2
<0.1%
1029.4000244140625
1
<0.1%
1029.300048828125
1
<0.1%
1029.199951171875
2
<0.1%
1029.0999755859375
2
<0.1%
pressure_50m:hPa
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sfc_pressure:hPa
1.00
pressure_100m:hPa
1.00
msl_pressure:hPa
1.00
air_density_2m:kgm3
0.31
effective_cloud_cover:p
-0.24
total_cloud_cover:p
-0.22
wind_speed_v_10m:ms
-0.21
wind_speed_10m:ms
-0.21
direct_rad_1h:J
0.18
direct_rad:W
0.18
sun_elevation:d
0.18
snow_water:kgm2
-0.17
fresh_snow_24h:cm
-0.15
clear_sky_rad:W
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
quarter
0.28
is_in_shadow:idx
0.13
year
0.12
is_day:idx
0.12
precip_type_5min:idx
0.11
elevation:m
0.10
building
0.10
wind_speed_w_1000hPa:ms
0.05
day_of_week
0.04
dew_or_rime:idx
0.03
snow_density:kgm3
0.01
snow_drift:idx
0.00
MOST FREQUENT VALUES
1009.2000122070312
338
0.4%
1009.2999877929688
334
0.4%
1003.4000244140625
331
0.4%
1008.9000244140625
318
0.3%
1000.9000244140625
317
0.3%
1002.5
315
0.3%
1000.7999877929688
314
0.3%
1005.2000122070312
314
0.3%
1009.5999755859375
313
0.3%
1003.0
312
0.3%
1008.7000122070312
312
0.3%
1001.0
310
0.3%
1009.7000122070312
310
0.3%
1007.5
309
0.3%
1012.0999755859375
307
0.3%
SMALLEST VALUES
935.5999755859375
1
<0.1%
935.7999877929688
1
<0.1%
936.2999877929688
2
<0.1%
937.2000122070312
1
<0.1%
937.4000244140625
1
<0.1%
937.9000244140625
1
<0.1%
938.0999755859375
3
<0.1%
938.2999877929688
1
<0.1%
938.5999755859375
1
<0.1%
938.7000122070312
1
<0.1%
938.7999877929688
2
<0.1%
938.9000244140625
1
<0.1%
939.2000122070312
1
<0.1%
939.5999755859375
2
<0.1%
939.7000122070312
2
<0.1%
LARGEST VALUES
1037.300048828125
1
<0.1%
1037.199951171875
4
<0.1%
1037.0999755859375
4
<0.1%
1037.0
1
<0.1%
1036.9000244140625
1
<0.1%
1036.800048828125
2
<0.1%
1036.5999755859375
2
<0.1%
1036.5
1
<0.1%
1036.0999755859375
1
<0.1%
1036.0
1
<0.1%
1035.9000244140625
2
<0.1%
1035.800048828125
1
<0.1%
1035.699951171875
1
<0.1%
1035.5999755859375
2
<0.1%
1035.5
3
<0.1%
prob_rime:p
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
air_density_2m:kgm3
0.15
effective_cloud_cover:p
-0.13
dew_point_2m:K
-0.13
sun_elevation:d
-0.12
wind_speed_10m:ms
-0.12
absolute_humidity_2m:gm3
-0.12
total_cloud_cover:p
-0.12
t_1000hPa:K
-0.10
diffuse_rad_1h:J
-0.09
diffuse_rad:W
-0.09
clear_sky_energy_1h:J
-0.09
clear_sky_rad:W
-0.09
relative_humidity_1000hPa:p
0.07
super_cooled_liquid_water:kgm2
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dew_or_rime:idx
0.75
elevation:m
0.18
building
0.18
is_day:idx
0.12
is_in_shadow:idx
0.12
quarter
0.09
snow_density:kgm3
0.06
precip_type_5min:idx
0.04
year
0.03
day_of_week
0.02
wind_speed_w_1000hPa:ms
0.01
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
89,687
96.5%
0.10000000149011612
46
<0.1%
0.20000000298023224
38
<0.1%
0.8999999761581421
31
<0.1%
0.699999988079071
27
<0.1%
0.4000000059604645
25
<0.1%
1.100000023841858
24
<0.1%
0.30000001192092896
23
<0.1%
0.5
21
<0.1%
1.899999976158142
21
<0.1%
1.2000000476837158
20
<0.1%
1.399999976158142
20
<0.1%
0.6000000238418579
19
<0.1%
3.5
19
<0.1%
1.5
19
<0.1%
SMALLEST VALUES
0.0
89,687
96.5%
0.10000000149011612
46
<0.1%
0.20000000298023224
38
<0.1%
0.30000001192092896
23
<0.1%
0.4000000059604645
25
<0.1%
0.5
21
<0.1%
0.6000000238418579
19
<0.1%
0.699999988079071
27
<0.1%
0.800000011920929
16
<0.1%
0.8999999761581421
31
<0.1%
1.0
18
<0.1%
1.100000023841858
24
<0.1%
1.2000000476837158
20
<0.1%
1.2999999523162842
15
<0.1%
1.399999976158142
20
<0.1%
LARGEST VALUES
97.19999694824219
1
<0.1%
96.4000015258789
1
<0.1%
96.0999984741211
1
<0.1%
95.30000305175781
1
<0.1%
95.0
1
<0.1%
93.9000015258789
1
<0.1%
93.5999984741211
1
<0.1%
93.4000015258789
1
<0.1%
92.19999694824219
1
<0.1%
92.0
1
<0.1%
89.0
1
<0.1%
88.30000305175781
1
<0.1%
88.0999984741211
1
<0.1%
88.0
1
<0.1%
87.69999694824219
1
<0.1%
rain_water:kgm2
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
snow_water:kgm2
0.49
visibility:m
-0.37
super_cooled_liquid_water:kgm2
0.33
absolute_humidity_2m:gm3
0.27
dew_point_2m:K
0.25
effective_cloud_cover:p
0.21
relative_humidity_1000hPa:p
0.19
air_density_2m:kgm3
-0.17
t_1000hPa:K
0.17
total_cloud_cover:p
0.17
precip_5min:mm
0.17
ceiling_height_agl:m
-0.14
wind_speed_u_10m:ms
0.10
cloud_base_agl:m
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.21
quarter
0.17
year
0.07
is_in_shadow:idx
0.04
is_day:idx
0.04
snow_density:kgm3
0.04
dew_or_rime:idx
0.04
day_of_week
0.02
elevation:m
0.02
building
0.02
wind_speed_w_1000hPa:ms
0.01
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
86,642
93.2%
0.10000000149011612
4,625
5.0%
0.20000000298023224
1,128
1.2%
0.30000001192092896
313
0.3%
0.4000000059604645
131
0.1%
0.5
62
<0.1%
0.6000000238418579
27
<0.1%
0.699999988079071
18
<0.1%
1.0
3
<0.1%
0.8999999761581421
1
<0.1%
1.399999976158142
1
<0.1%
SMALLEST VALUES
0.0
86,642
93.2%
0.10000000149011612
4,625
5.0%
0.20000000298023224
1,128
1.2%
0.30000001192092896
313
0.3%
0.4000000059604645
131
0.1%
0.5
62
<0.1%
0.6000000238418579
27
<0.1%
0.699999988079071
18
<0.1%
0.8999999761581421
1
<0.1%
1.0
3
<0.1%
1.399999976158142
1
<0.1%
LARGEST VALUES
1.399999976158142
1
<0.1%
1.0
3
<0.1%
0.8999999761581421
1
<0.1%
0.699999988079071
18
<0.1%
0.6000000238418579
27
<0.1%
0.5
62
<0.1%
0.4000000059604645
131
0.1%
0.30000001192092896
313
0.3%
0.20000000298023224
1,128
1.2%
0.10000000149011612
4,625
5.0%
0.0
86,642
93.2%
relative_humidity_1000hPa:p
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
visibility:m
-0.63
direct_rad_1h:J
-0.48
direct_rad:W
-0.45
cloud_base_agl:m
-0.44
ceiling_height_agl:m
-0.39
clear_sky_energy_1h:J
-0.33
effective_cloud_cover:p
0.33
wind_speed_u_10m:ms
0.33
diffuse_rad_1h:J
-0.32
clear_sky_rad:W
-0.31
diffuse_rad:W
-0.30
super_cooled_liquid_water:kgm2
0.28
sun_elevation:d
-0.26
total_cloud_cover:p
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
quarter
0.24
is_in_shadow:idx
0.22
is_day:idx
0.21
dew_or_rime:idx
0.17
year
0.09
precip_type_5min:idx
0.08
wind_speed_w_1000hPa:ms
0.07
elevation:m
0.02
building
0.02
day_of_week
0.02
snow_density:kgm3
0.01
snow_drift:idx
0.00
MOST FREQUENT VALUES
86.5
345
0.4%
87.19999694824219
332
0.4%
87.5
321
0.3%
84.0
317
0.3%
85.80000305175781
310
0.3%
85.0999984741211
308
0.3%
80.4000015258789
307
0.3%
88.5999984741211
306
0.3%
82.9000015258789
298
0.3%
87.69999694824219
298
0.3%
86.5999984741211
298
0.3%
78.5999984741211
297
0.3%
84.69999694824219
296
0.3%
84.80000305175781
296
0.3%
82.5999984741211
296
0.3%
SMALLEST VALUES
19.5
1
<0.1%
19.700000762939453
2
<0.1%
20.100000381469727
1
<0.1%
20.399999618530273
1
<0.1%
20.899999618530273
1
<0.1%
21.0
1
<0.1%
21.100000381469727
1
<0.1%
21.200000762939453
2
<0.1%
21.399999618530273
1
<0.1%
21.5
3
<0.1%
21.799999237060547
3
<0.1%
22.0
2
<0.1%
22.100000381469727
1
<0.1%
22.200000762939453
2
<0.1%
22.399999618530273
1
<0.1%
LARGEST VALUES
100.0
40
<0.1%
99.9000015258789
3
<0.1%
99.80000305175781
9
<0.1%
99.69999694824219
8
<0.1%
99.5999984741211
13
<0.1%
99.5
12
<0.1%
99.4000015258789
10
<0.1%
99.30000305175781
13
<0.1%
99.19999694824219
12
<0.1%
99.0999984741211
4
<0.1%
99.0
13
<0.1%
98.9000015258789
16
<0.1%
98.80000305175781
20
<0.1%
98.69999694824219
16
<0.1%
98.5999984741211
14
<0.1%
sfc_pressure:hPa
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pressure_50m:hPa
1.00
pressure_100m:hPa
1.00
msl_pressure:hPa
1.00
air_density_2m:kgm3
0.32
effective_cloud_cover:p
-0.24
total_cloud_cover:p
-0.23
wind_speed_v_10m:ms
-0.21
wind_speed_10m:ms
-0.21
direct_rad_1h:J
0.18
direct_rad:W
0.18
sun_elevation:d
0.17
snow_water:kgm2
-0.17
fresh_snow_24h:cm
-0.15
clear_sky_rad:W
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
quarter
0.28
year
0.12
is_in_shadow:idx
0.12
precip_type_5min:idx
0.11
is_day:idx
0.11
elevation:m
0.10
building
0.10
wind_speed_w_1000hPa:ms
0.05
day_of_week
0.04
dew_or_rime:idx
0.03
snow_density:kgm3
0.01
snow_drift:idx
0.00
MOST FREQUENT VALUES
1015.4000244140625
330
0.4%
1015.5999755859375
328
0.4%
1009.2000122070312
324
0.3%
1007.4000244140625
324
0.3%
1015.2000122070312
320
0.3%
1008.5999755859375
320
0.3%
1015.2999877929688
315
0.3%
1011.7000122070312
313
0.3%
1014.2000122070312
312
0.3%
1011.2000122070312
312
0.3%
1009.4000244140625
311
0.3%
1011.0
310
0.3%
1014.9000244140625
310
0.3%
1015.9000244140625
309
0.3%
1009.5999755859375
308
0.3%
SMALLEST VALUES
941.4000244140625
1
<0.1%
941.5999755859375
1
<0.1%
942.0999755859375
1
<0.1%
942.2000122070312
1
<0.1%
943.0
1
<0.1%
943.2000122070312
1
<0.1%
943.7999877929688
1
<0.1%
943.9000244140625
3
<0.1%
944.0999755859375
1
<0.1%
944.4000244140625
1
<0.1%
944.5999755859375
2
<0.1%
944.7000122070312
2
<0.1%
945.0
1
<0.1%
945.4000244140625
1
<0.1%
945.5
2
<0.1%
LARGEST VALUES
1043.800048828125
2
<0.1%
1043.699951171875
1
<0.1%
1043.5999755859375
4
<0.1%
1043.5
2
<0.1%
1043.4000244140625
1
<0.1%
1043.300048828125
1
<0.1%
1043.199951171875
1
<0.1%
1043.0999755859375
2
<0.1%
1043.0
2
<0.1%
1042.699951171875
1
<0.1%
1042.5
1
<0.1%
1042.4000244140625
1
<0.1%
1042.300048828125
1
<0.1%
1042.199951171875
2
<0.1%
1042.0999755859375
1
<0.1%
snow_density:kgm3
MISSING:
88,775
(96%)
TOP CATEGORIES
250.0
4,176
100%
ALL
4,176
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
snow_density:kgm3
PROVIDES INFORMATION ON...
snow_drift:idx
0.26
quarter
0.03
dew_or_rime:idx
0.01
precip_type_5min:idx
0.01
year
0.01
is_in_shadow:idx
0.01
is_day:idx
0.00
wind_speed_w_1000hPa:ms
0.00
elevation:m
0.00
building
0.00
day_of_week
0.00

THESE FEATURES
GIVE INFORMATION
ON snow_density:kgm3:
quarter
0.19
year
0.05
is_in_shadow:idx
0.02
is_day:idx
0.02
dew_or_rime:idx
0.02
precip_type_5min:idx
0.01
elevation:m
0.01
building
0.01
day_of_week
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
CORRELATION RATIO WITH...
snow_depth:cm
0.71
dew_point_2m:K
0.32
air_density_2m:kgm3
0.31
t_1000hPa:K
0.30
snow_melt_10min:mm
0.29
absolute_humidity_2m:gm3
0.26
fresh_snow_24h:cm
0.17
day_of_year
0.16
month
0.16
fresh_snow_12h:cm
0.13
sun_elevation:d
0.12
clear_sky_energy_1h:J
0.11
clear_sky_rad:W
0.11
fresh_snow_6h:cm
0.09
snow_depth:cm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
dew_point_2m:K
-0.25
air_density_2m:kgm3
0.24
t_1000hPa:K
-0.23
absolute_humidity_2m:gm3
-0.19
day_of_year
-0.16
month
-0.16
snow_melt_10min:mm
0.15
fresh_snow_24h:cm
0.12
sun_elevation:d
-0.09
fresh_snow_12h:cm
0.08
clear_sky_energy_1h:J
-0.08
clear_sky_rad:W
-0.08
visibility:m
0.07
ceiling_height_agl:m
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.71
quarter
0.21
year
0.14
elevation:m
0.08
building
0.08
is_in_shadow:idx
0.06
is_day:idx
0.06
dew_or_rime:idx
0.05
snow_drift:idx
0.04
precip_type_5min:idx
0.03
day_of_week
0.02
wind_speed_w_1000hPa:ms
0.01
MOST FREQUENT VALUES
0.0
88,775
95.5%
1.100000023841858
110
0.1%
1.899999976158142
106
0.1%
0.6000000238418579
105
0.1%
0.30000001192092896
104
0.1%
0.699999988079071
103
0.1%
0.8999999761581421
98
0.1%
0.800000011920929
98
0.1%
1.7999999523162842
91
<0.1%
1.2999999523162842
88
<0.1%
2.0
83
<0.1%
0.20000000298023224
82
<0.1%
3.4000000953674316
82
<0.1%
1.0
78
<0.1%
1.600000023841858
78
<0.1%
SMALLEST VALUES
0.0
88,775
95.5%
0.10000000149011612
58
<0.1%
0.20000000298023224
82
<0.1%
0.30000001192092896
104
0.1%
0.4000000059604645
57
<0.1%
0.5
60
<0.1%
0.6000000238418579
105
0.1%
0.699999988079071
103
0.1%
0.800000011920929
98
0.1%
0.8999999761581421
98
0.1%
1.0
78
<0.1%
1.100000023841858
110
0.1%
1.2000000476837158
70
<0.1%
1.2999999523162842
88
<0.1%
1.399999976158142
72
<0.1%
LARGEST VALUES
18.299999237060547
1
<0.1%
18.200000762939453
1
<0.1%
18.100000381469727
2
<0.1%
18.0
2
<0.1%
16.700000762939453
1
<0.1%
16.600000381469727
2
<0.1%
16.5
1
<0.1%
16.399999618530273
1
<0.1%
16.299999237060547
2
<0.1%
16.200000762939453
3
<0.1%
16.100000381469727
1
<0.1%
16.0
18
<0.1%
15.899999618530273
8
<0.1%
15.800000190734863
1
<0.1%
15.699999809265137
2
<0.1%
snow_drift:idx
MISSING:
---
TOP CATEGORIES
0.0
92,949
>99%
1.0
2
<1%
ALL
92,951
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
snow_drift:idx
PROVIDES INFORMATION ON...
snow_density:kgm3
0.00
year
0.00
day_of_week
0.00
is_day:idx
0.00
elevation:m
0.00
building
0.00
quarter
0.00
is_in_shadow:idx
0.00
dew_or_rime:idx
0.00
precip_type_5min:idx
0.00
wind_speed_w_1000hPa:ms
0.00

THESE FEATURES
GIVE INFORMATION
ON snow_drift:idx:
snow_density:kgm3
0.26
day_of_week
0.17
year
0.15
quarter
0.10
elevation:m
0.09
building
0.09
is_day:idx
0.06
is_in_shadow:idx
0.05
dew_or_rime:idx
0.01
precip_type_5min:idx
0.01
wind_speed_w_1000hPa:ms
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_drift:idx
CORRELATION RATIO WITH...
fresh_snow_24h:cm
0.05
snow_depth:cm
0.04
fresh_snow_12h:cm
0.04
fresh_snow_6h:cm
0.03
wind_speed_10m:ms
0.01
wind_speed_v_10m:ms
0.01
wind_speed_u_10m:ms
0.01
fresh_snow_1h:cm
0.01
fresh_snow_3h:cm
0.01
month
0.01
day_of_year
0.01
t_1000hPa:K
0.00
absolute_humidity_2m:gm3
0.00
dew_point_2m:K
0.00
snow_melt_10min:mm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
snow_depth:cm
0.15
wind_speed_10m:ms
0.05
wind_speed_v_10m:ms
0.04
day_of_year
-0.04
effective_cloud_cover:p
0.04
month
-0.03
ceiling_height_agl:m
-0.03
total_cloud_cover:p
0.03
wind_speed_u_10m:ms
0.03
day_of_month
-0.03
pressure_100m:hPa
-0.03
pressure_50m:hPa
-0.03
fresh_snow_24h:cm
0.03
sfc_pressure:hPa
-0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.29
quarter
0.07
wind_speed_w_1000hPa:ms
0.05
year
0.04
elevation:m
0.03
building
0.03
day_of_week
0.02
dew_or_rime:idx
0.01
precip_type_5min:idx
0.01
is_in_shadow:idx
0.00
is_day:idx
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
-0.0
92,335
99.3%
0.019999999552965164
135
0.1%
0.009999999776482582
122
0.1%
0.029999999329447746
87
<0.1%
0.05000000074505806
68
<0.1%
0.03999999910593033
57
<0.1%
0.05999999865889549
37
<0.1%
0.07999999821186066
24
<0.1%
0.10000000149011612
18
<0.1%
0.07000000029802322
16
<0.1%
0.10999999940395355
14
<0.1%
0.09000000357627869
10
<0.1%
0.11999999731779099
10
<0.1%
0.12999999523162842
8
<0.1%
0.14000000059604645
3
<0.1%
SMALLEST VALUES
-0.0
92,335
99.3%
0.009999999776482582
122
0.1%
0.019999999552965164
135
0.1%
0.029999999329447746
87
<0.1%
0.03999999910593033
57
<0.1%
0.05000000074505806
68
<0.1%
0.05999999865889549
37
<0.1%
0.07000000029802322
16
<0.1%
0.07999999821186066
24
<0.1%
0.09000000357627869
10
<0.1%
0.10000000149011612
18
<0.1%
0.10999999940395355
14
<0.1%
0.11999999731779099
10
<0.1%
0.12999999523162842
8
<0.1%
0.14000000059604645
3
<0.1%
LARGEST VALUES
0.18000000715255737
2
<0.1%
0.17000000178813934
2
<0.1%
0.1599999964237213
2
<0.1%
0.15000000596046448
1
<0.1%
0.14000000059604645
3
<0.1%
0.12999999523162842
8
<0.1%
0.11999999731779099
10
<0.1%
0.10999999940395355
14
<0.1%
0.10000000149011612
18
<0.1%
0.09000000357627869
10
<0.1%
0.07999999821186066
24
<0.1%
0.07000000029802322
16
<0.1%
0.05999999865889549
37
<0.1%
0.05000000074505806
68
<0.1%
0.03999999910593033
57
<0.1%
snow_water:kgm2
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rain_water:kgm2
0.49
visibility:m
-0.42
super_cooled_liquid_water:kgm2
0.33
effective_cloud_cover:p
0.32
total_cloud_cover:p
0.26
precip_5min:mm
0.21
wind_speed_10m:ms
0.18
ceiling_height_agl:m
-0.18
relative_humidity_1000hPa:p
0.17
msl_pressure:hPa
-0.17
sfc_pressure:hPa
-0.17
pressure_50m:hPa
-0.17
pressure_100m:hPa
-0.17
direct_rad:W
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.26
quarter
0.08
dew_or_rime:idx
0.06
is_in_shadow:idx
0.03
is_day:idx
0.03
snow_density:kgm3
0.02
day_of_week
0.02
year
0.02
wind_speed_w_1000hPa:ms
0.02
elevation:m
0.00
building
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
65,500
70.5%
0.10000000149011612
13,530
14.6%
0.20000000298023224
4,750
5.1%
0.30000001192092896
2,520
2.7%
0.4000000059604645
1,600
1.7%
0.5
1,110
1.2%
0.6000000238418579
815
0.9%
0.699999988079071
589
0.6%
0.800000011920929
471
0.5%
0.8999999761581421
363
0.4%
1.0
310
0.3%
1.100000023841858
224
0.2%
1.2000000476837158
223
0.2%
1.2999999523162842
173
0.2%
1.399999976158142
152
0.2%
SMALLEST VALUES
0.0
65,500
70.5%
0.10000000149011612
13,530
14.6%
0.20000000298023224
4,750
5.1%
0.30000001192092896
2,520
2.7%
0.4000000059604645
1,600
1.7%
0.5
1,110
1.2%
0.6000000238418579
815
0.9%
0.699999988079071
589
0.6%
0.800000011920929
471
0.5%
0.8999999761581421
363
0.4%
1.0
310
0.3%
1.100000023841858
224
0.2%
1.2000000476837158
223
0.2%
1.2999999523162842
173
0.2%
1.399999976158142
152
0.2%
LARGEST VALUES
6.900000095367432
1
<0.1%
5.300000190734863
2
<0.1%
4.900000095367432
2
<0.1%
4.5
1
<0.1%
3.799999952316284
7
<0.1%
3.700000047683716
1
<0.1%
3.5999999046325684
1
<0.1%
3.4000000953674316
6
<0.1%
3.299999952316284
4
<0.1%
3.200000047683716
15
<0.1%
3.0999999046325684
8
<0.1%
3.0
11
<0.1%
2.9000000953674316
11
<0.1%
2.799999952316284
8
<0.1%
2.700000047683716
17
<0.1%
sun_azimuth:d
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
hour
0.99
relative_humidity_1000hPa:p
-0.14
t_1000hPa:K
0.08
visibility:m
0.06
wind_speed_v_10m:ms
-0.06
air_density_2m:kgm3
-0.06
ceiling_height_agl:m
0.05
pv_measurement
-0.04
wind_speed_10m:ms
0.04
cloud_base_agl:m
0.04
diffuse_rad_1h:J
0.04
clear_sky_energy_1h:J
0.04
prob_rime:p
-0.03
fresh_snow_12h:cm
-0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dew_or_rime:idx
0.06
is_in_shadow:idx
0.03
is_day:idx
0.02
precip_type_5min:idx
0.02
quarter
0.01
wind_speed_w_1000hPa:ms
0.01
snow_density:kgm3
0.01
year
0.00
snow_drift:idx
0.00
day_of_week
0.00
elevation:m
0.00
building
0.00
MOST FREQUENT VALUES
209.58999633789062
11
<0.1%
209.8459930419922
10
<0.1%
209.58299255371094
8
<0.1%
354.8500061035156
7
<0.1%
156.31300354003906
7
<0.1%
155.76400756835938
7
<0.1%
25.30299949645996
7
<0.1%
8.14900016784668
7
<0.1%
209.8470001220703
7
<0.1%
340.3689880371094
7
<0.1%
110.87799835205078
7
<0.1%
313.09100341796875
6
<0.1%
209.58399963378906
6
<0.1%
241.79200744628906
6
<0.1%
106.36299896240234
6
<0.1%
SMALLEST VALUES
0.00800000037997961
1
<0.1%
0.012000000104308128
1
<0.1%
0.013000000268220901
2
<0.1%
0.017000000923871994
2
<0.1%
0.02199999988079071
1
<0.1%
0.026000000536441803
2
<0.1%
0.027000000700354576
1
<0.1%
0.028999999165534973
1
<0.1%
0.029999999329447746
1
<0.1%
0.03099999949336052
2
<0.1%
0.032999999821186066
1
<0.1%
0.03400000184774399
1
<0.1%
0.03500000014901161
1
<0.1%
0.035999998450279236
1
<0.1%
0.03999999910593033
1
<0.1%
LARGEST VALUES
359.99700927734375
1
<0.1%
359.9960021972656
1
<0.1%
359.99200439453125
1
<0.1%
359.989013671875
2
<0.1%
359.9859924316406
1
<0.1%
359.9849853515625
2
<0.1%
359.9809875488281
1
<0.1%
359.9729919433594
1
<0.1%
359.97198486328125
1
<0.1%
359.9679870605469
1
<0.1%
359.9670104980469
1
<0.1%
359.96600341796875
1
<0.1%
359.9620056152344
1
<0.1%
359.96099853515625
2
<0.1%
359.9570007324219
1
<0.1%
sun_elevation:d
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
clear_sky_rad:W
0.83
clear_sky_energy_1h:J
0.83
diffuse_rad_1h:J
0.80
diffuse_rad:W
0.80
direct_rad_1h:J
0.61
direct_rad:W
0.61
pv_measurement
0.50
air_density_2m:kgm3
-0.46
t_1000hPa:K
0.46
dew_point_2m:K
0.42
absolute_humidity_2m:gm3
0.42
wind_speed_v_10m:ms
-0.33
relative_humidity_1000hPa:p
-0.26
pressure_100m:hPa
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_day:idx
0.81
is_in_shadow:idx
0.81
quarter
0.56
dew_or_rime:idx
0.20
snow_density:kgm3
0.12
year
0.08
precip_type_5min:idx
0.05
elevation:m
0.04
building
0.04
wind_speed_w_1000hPa:ms
0.02
day_of_week
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
-22.441999435424805
13
<0.1%
-3.559999942779541
12
<0.1%
5.579999923706055
11
<0.1%
3.7960000038146973
10
<0.1%
2.864000082015991
10
<0.1%
-3.0899999141693115
10
<0.1%
3.8989999294281006
10
<0.1%
2.424999952316284
10
<0.1%
-5.201000213623047
10
<0.1%
3.132999897003174
9
<0.1%
5.927999973297119
9
<0.1%
16.052000045776367
9
<0.1%
-9.244000434875488
9
<0.1%
-3.2119998931884766
9
<0.1%
-0.7559999823570251
9
<0.1%
SMALLEST VALUES
-49.979000091552734
1
<0.1%
-49.97700119018555
1
<0.1%
-49.9739990234375
1
<0.1%
-49.96900177001953
2
<0.1%
-49.96699905395508
1
<0.1%
-49.96200180053711
1
<0.1%
-49.96099853515625
1
<0.1%
-49.959999084472656
1
<0.1%
-49.94900131225586
1
<0.1%
-49.948001861572266
1
<0.1%
-49.94599914550781
2
<0.1%
-49.94499969482422
1
<0.1%
-49.944000244140625
1
<0.1%
-49.941001892089844
2
<0.1%
-49.93899917602539
1
<0.1%
LARGEST VALUES
49.917999267578125
2
<0.1%
49.9109992980957
2
<0.1%
49.89699935913086
2
<0.1%
49.880001068115234
2
<0.1%
49.87900161743164
2
<0.1%
49.87699890136719
1
<0.1%
49.875999450683594
2
<0.1%
49.875
1
<0.1%
49.87300109863281
4
<0.1%
49.87099838256836
1
<0.1%
49.86800003051758
1
<0.1%
49.867000579833984
2
<0.1%
49.86600112915039
2
<0.1%
49.862998962402344
1
<0.1%
49.86199951171875
1
<0.1%
super_cooled_liquid_water:kgm2
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
visibility:m
-0.49
effective_cloud_cover:p
0.43
total_cloud_cover:p
0.34
rain_water:kgm2
0.33
ceiling_height_agl:m
-0.33
snow_water:kgm2
0.33
wind_speed_u_10m:ms
0.31
relative_humidity_1000hPa:p
0.28
cloud_base_agl:m
-0.26
wind_speed_10m:ms
0.22
dew_point_2m:K
0.18
direct_rad:W
-0.17
direct_rad_1h:J
-0.17
absolute_humidity_2m:gm3
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.14
dew_or_rime:idx
0.09
year
0.08
snow_density:kgm3
0.05
quarter
0.04
day_of_week
0.02
is_day:idx
0.02
is_in_shadow:idx
0.01
elevation:m
0.01
building
0.01
wind_speed_w_1000hPa:ms
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
64,308
69.2%
0.10000000149011612
16,248
17.5%
0.20000000298023224
6,208
6.7%
0.30000001192092896
3,069
3.3%
0.4000000059604645
1,604
1.7%
0.5
879
0.9%
0.6000000238418579
397
0.4%
0.699999988079071
131
0.1%
0.800000011920929
54
<0.1%
0.8999999761581421
39
<0.1%
1.100000023841858
5
<0.1%
1.2000000476837158
3
<0.1%
1.399999976158142
3
<0.1%
1.0
2
<0.1%
1.2999999523162842
1
<0.1%
SMALLEST VALUES
0.0
64,308
69.2%
0.10000000149011612
16,248
17.5%
0.20000000298023224
6,208
6.7%
0.30000001192092896
3,069
3.3%
0.4000000059604645
1,604
1.7%
0.5
879
0.9%
0.6000000238418579
397
0.4%
0.699999988079071
131
0.1%
0.800000011920929
54
<0.1%
0.8999999761581421
39
<0.1%
1.0
2
<0.1%
1.100000023841858
5
<0.1%
1.2000000476837158
3
<0.1%
1.2999999523162842
1
<0.1%
1.399999976158142
3
<0.1%
LARGEST VALUES
1.399999976158142
3
<0.1%
1.2999999523162842
1
<0.1%
1.2000000476837158
3
<0.1%
1.100000023841858
5
<0.1%
1.0
2
<0.1%
0.8999999761581421
39
<0.1%
0.800000011920929
54
<0.1%
0.699999988079071
131
0.1%
0.6000000238418579
397
0.4%
0.5
879
0.9%
0.4000000059604645
1,604
1.7%
0.30000001192092896
3,069
3.3%
0.20000000298023224
6,208
6.7%
0.10000000149011612
16,248
17.5%
0.0
64,308
69.2%
t_1000hPa:K
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
dew_point_2m:K
0.91
air_density_2m:kgm3
-0.90
absolute_humidity_2m:gm3
0.90
sun_elevation:d
0.46
clear_sky_energy_1h:J
0.44
clear_sky_rad:W
0.43
direct_rad_1h:J
0.40
direct_rad:W
0.38
diffuse_rad_1h:J
0.36
diffuse_rad:W
0.35
pv_measurement
0.27
day_of_year
0.24
month
0.24
snow_depth:cm
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
quarter
0.67
is_in_shadow:idx
0.34
is_day:idx
0.32
snow_density:kgm3
0.30
year
0.24
dew_or_rime:idx
0.16
precip_type_5min:idx
0.15
elevation:m
0.06
building
0.06
wind_speed_w_1000hPa:ms
0.02
day_of_week
0.02
snow_drift:idx
0.00
MOST FREQUENT VALUES
276.29998779296875
708
0.8%
276.70001220703125
707
0.8%
276.79998779296875
707
0.8%
275.6000061035156
704
0.8%
275.8999938964844
690
0.7%
276.8999938964844
690
0.7%
276.0
684
0.7%
277.1000061035156
681
0.7%
276.3999938964844
676
0.7%
275.5
672
0.7%
277.0
669
0.7%
276.20001220703125
665
0.7%
275.29998779296875
662
0.7%
277.20001220703125
649
0.7%
275.79998779296875
642
0.7%
SMALLEST VALUES
257.8999938964844
1
<0.1%
258.1000061035156
1
<0.1%
258.5
1
<0.1%
258.8999938964844
2
<0.1%
259.0
1
<0.1%
259.1000061035156
3
<0.1%
259.20001220703125
1
<0.1%
259.29998779296875
1
<0.1%
259.3999938964844
1
<0.1%
259.5
3
<0.1%
259.6000061035156
4
<0.1%
259.70001220703125
6
<0.1%
259.79998779296875
8
<0.1%
259.8999938964844
7
<0.1%
260.0
4
<0.1%
LARGEST VALUES
303.29998779296875
2
<0.1%
303.20001220703125
2
<0.1%
303.1000061035156
6
<0.1%
303.0
3
<0.1%
302.8999938964844
3
<0.1%
302.70001220703125
4
<0.1%
302.6000061035156
5
<0.1%
302.5
4
<0.1%
302.3999938964844
1
<0.1%
302.29998779296875
3
<0.1%
302.20001220703125
8
<0.1%
302.1000061035156
5
<0.1%
302.0
3
<0.1%
301.8999938964844
3
<0.1%
301.79998779296875
9
<0.1%
total_cloud_cover:p
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
effective_cloud_cover:p
0.93
visibility:m
-0.39
super_cooled_liquid_water:kgm2
0.34
direct_rad:W
-0.28
direct_rad_1h:J
-0.27
snow_water:kgm2
0.26
relative_humidity_1000hPa:p
0.26
wind_speed_u_10m:ms
0.24
wind_speed_10m:ms
0.23
msl_pressure:hPa
-0.23
sfc_pressure:hPa
-0.23
pressure_50m:hPa
-0.22
pressure_100m:hPa
-0.22
rain_water:kgm2
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.16
dew_or_rime:idx
0.13
quarter
0.08
day_of_week
0.05
year
0.04
snow_density:kgm3
0.04
is_day:idx
0.02
is_in_shadow:idx
0.02
elevation:m
0.01
building
0.01
wind_speed_w_1000hPa:ms
0.01
snow_drift:idx
0.00
MOST FREQUENT VALUES
100.0
25,966
27.9%
0.0
4,426
4.8%
99.9000015258789
2,572
2.8%
99.80000305175781
1,619
1.7%
99.69999694824219
1,249
1.3%
99.5999984741211
1,060
1.1%
99.5
926
1.0%
99.19999694824219
916
1.0%
99.30000305175781
741
0.8%
99.4000015258789
740
0.8%
99.0
476
0.5%
99.0999984741211
458
0.5%
98.80000305175781
441
0.5%
98.5
424
0.5%
98.69999694824219
421
0.5%
SMALLEST VALUES
0.0
4,426
4.8%
0.10000000149011612
87
<0.1%
0.20000000298023224
26
<0.1%
0.30000001192092896
273
0.3%
0.4000000059604645
6
<0.1%
0.5
230
0.2%
0.6000000238418579
86
<0.1%
0.699999988079071
139
0.1%
0.800000011920929
411
0.4%
0.8999999761581421
124
0.1%
1.0
90
<0.1%
1.100000023841858
85
<0.1%
1.2000000476837158
36
<0.1%
1.2999999523162842
92
<0.1%
1.399999976158142
74
<0.1%
LARGEST VALUES
100.0
25,966
27.9%
99.9000015258789
2,572
2.8%
99.80000305175781
1,619
1.7%
99.69999694824219
1,249
1.3%
99.5999984741211
1,060
1.1%
99.5
926
1.0%
99.4000015258789
740
0.8%
99.30000305175781
741
0.8%
99.19999694824219
916
1.0%
99.0999984741211
458
0.5%
99.0
476
0.5%
98.9000015258789
411
0.4%
98.80000305175781
441
0.5%
98.69999694824219
421
0.5%
98.5999984741211
373
0.4%
visibility:m
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
relative_humidity_1000hPa:p
-0.63
effective_cloud_cover:p
-0.50
wind_speed_u_10m:ms
-0.49
super_cooled_liquid_water:kgm2
-0.49
cloud_base_agl:m
0.43
snow_water:kgm2
-0.42
ceiling_height_agl:m
0.42
total_cloud_cover:p
-0.39
rain_water:kgm2
-0.37
direct_rad_1h:J
0.28
direct_rad:W
0.27
dew_point_2m:K
-0.23
wind_speed_10m:ms
-0.22
absolute_humidity_2m:gm3
-0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.18
quarter
0.12
dew_or_rime:idx
0.07
snow_density:kgm3
0.06
wind_speed_w_1000hPa:ms
0.04
year
0.04
is_day:idx
0.03
is_in_shadow:idx
0.02
day_of_week
0.02
elevation:m
0.02
building
0.02
snow_drift:idx
0.00
MOST FREQUENT VALUES
1612.5999755859375
4
<0.1%
42418.8984375
4
<0.1%
3596.89990234375
4
<0.1%
47547.19921875
4
<0.1%
53467.3984375
4
<0.1%
4083.199951171875
4
<0.1%
35645.5
4
<0.1%
57503.69921875
4
<0.1%
52958.8984375
4
<0.1%
3136.699951171875
4
<0.1%
38458.30078125
4
<0.1%
48173.3984375
4
<0.1%
43188.19921875
4
<0.1%
33186.30078125
4
<0.1%
42832.8984375
4
<0.1%
SMALLEST VALUES
130.60000610351562
1
<0.1%
135.3000030517578
1
<0.1%
154.3000030517578
1
<0.1%
158.5
1
<0.1%
166.5
1
<0.1%
168.60000610351562
1
<0.1%
169.1999969482422
1
<0.1%
172.0
1
<0.1%
174.60000610351562
1
<0.1%
183.89999389648438
1
<0.1%
190.5
1
<0.1%
209.8000030517578
1
<0.1%
210.6999969482422
1
<0.1%
220.0
1
<0.1%
225.60000610351562
1
<0.1%
LARGEST VALUES
76737.796875
1
<0.1%
75754.796875
1
<0.1%
75389.796875
1
<0.1%
75341.0
1
<0.1%
75221.1015625
1
<0.1%
74501.8984375
1
<0.1%
74192.1015625
1
<0.1%
74033.796875
1
<0.1%
72605.6015625
1
<0.1%
72240.8984375
1
<0.1%
72215.0
1
<0.1%
72194.203125
1
<0.1%
72142.703125
1
<0.1%
72085.5
1
<0.1%
72067.3984375
1
<0.1%
wind_speed_10m:ms
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wind_speed_u_10m:ms
0.50
effective_cloud_cover:p
0.28
total_cloud_cover:p
0.23
super_cooled_liquid_water:kgm2
0.22
visibility:m
-0.22
msl_pressure:hPa
-0.21
sfc_pressure:hPa
-0.21
pressure_50m:hPa
-0.21
pressure_100m:hPa
-0.21
snow_water:kgm2
0.18
cloud_base_agl:m
-0.18
ceiling_height_agl:m
-0.14
prob_rime:p
-0.12
absolute_humidity_2m:gm3
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dew_or_rime:idx
0.20
quarter
0.16
precip_type_5min:idx
0.15
wind_speed_w_1000hPa:ms
0.12
year
0.09
elevation:m
0.06
building
0.06
day_of_week
0.05
snow_density:kgm3
0.02
snow_drift:idx
0.01
is_day:idx
0.00
is_in_shadow:idx
0.00
MOST FREQUENT VALUES
1.600000023841858
2,676
2.9%
1.7000000476837158
2,608
2.8%
1.5
2,548
2.7%
1.399999976158142
2,462
2.6%
1.7999999523162842
2,422
2.6%
1.2999999523162842
2,418
2.6%
1.899999976158142
2,375
2.6%
2.0
2,291
2.5%
2.0999999046325684
2,284
2.5%
1.2000000476837158
2,191
2.4%
2.200000047683716
2,163
2.3%
2.4000000953674316
2,157
2.3%
2.299999952316284
2,150
2.3%
2.799999952316284
2,048
2.2%
2.5
2,028
2.2%
SMALLEST VALUES
0.0
24
<0.1%
0.10000000149011612
119
0.1%
0.20000000298023224
255
0.3%
0.30000001192092896
409
0.4%
0.4000000059604645
556
0.6%
0.5
671
0.7%
0.6000000238418579
874
0.9%
0.699999988079071
1,176
1.3%
0.800000011920929
1,208
1.3%
0.8999999761581421
1,625
1.7%
1.0
1,728
1.9%
1.100000023841858
1,998
2.1%
1.2000000476837158
2,191
2.4%
1.2999999523162842
2,418
2.6%
1.399999976158142
2,462
2.6%
LARGEST VALUES
15.199999809265137
2
<0.1%
14.300000190734863
1
<0.1%
12.199999809265137
2
<0.1%
11.600000381469727
1
<0.1%
11.5
4
<0.1%
11.399999618530273
5
<0.1%
11.199999809265137
6
<0.1%
11.100000381469727
8
<0.1%
11.0
2
<0.1%
10.899999618530273
6
<0.1%
10.800000190734863
3
<0.1%
10.699999809265137
8
<0.1%
10.600000381469727
15
<0.1%
10.5
14
<0.1%
10.399999618530273
15
<0.1%
wind_speed_u_10m:ms
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wind_speed_10m:ms
0.50
visibility:m
-0.49
cloud_base_agl:m
-0.36
effective_cloud_cover:p
0.33
relative_humidity_1000hPa:p
0.33
super_cooled_liquid_water:kgm2
0.31
ceiling_height_agl:m
-0.29
total_cloud_cover:p
0.24
dew_point_2m:K
0.14
month
-0.12
day_of_year
-0.12
rain_water:kgm2
0.10
wind_speed_v_10m:ms
-0.10
snow_water:kgm2
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
quarter
0.14
precip_type_5min:idx
0.11
dew_or_rime:idx
0.09
wind_speed_w_1000hPa:ms
0.07
is_in_shadow:idx
0.06
is_day:idx
0.06
year
0.06
day_of_week
0.04
snow_density:kgm3
0.03
snow_drift:idx
0.01
elevation:m
0.00
building
0.00
MOST FREQUENT VALUES
-0.10000000149011612
1,522
1.6%
0.0
1,499
1.6%
-0.8999999761581421
1,469
1.6%
-0.699999988079071
1,468
1.6%
-0.4000000059604645
1,437
1.5%
-0.5
1,429
1.5%
0.20000000298023224
1,427
1.5%
-0.20000000298023224
1,412
1.5%
0.10000000149011612
1,412
1.5%
-0.800000011920929
1,400
1.5%
-1.100000023841858
1,392
1.5%
-1.399999976158142
1,369
1.5%
0.699999988079071
1,358
1.5%
-0.30000001192092896
1,356
1.5%
-0.6000000238418579
1,342
1.4%
SMALLEST VALUES
-7.300000190734863
2
<0.1%
-7.199999809265137
2
<0.1%
-7.099999904632568
2
<0.1%
-7.0
6
<0.1%
-6.900000095367432
2
<0.1%
-6.800000190734863
8
<0.1%
-6.699999809265137
1
<0.1%
-6.599999904632568
8
<0.1%
-6.5
9
<0.1%
-6.400000095367432
18
<0.1%
-6.300000190734863
5
<0.1%
-6.199999809265137
15
<0.1%
-6.099999904632568
8
<0.1%
-6.0
13
<0.1%
-5.900000095367432
8
<0.1%
LARGEST VALUES
12.199999809265137
2
<0.1%
11.399999618530273
2
<0.1%
11.300000190734863
3
<0.1%
11.100000381469727
2
<0.1%
11.0
2
<0.1%
10.899999618530273
5
<0.1%
10.800000190734863
6
<0.1%
10.699999809265137
7
<0.1%
10.600000381469727
6
<0.1%
10.5
6
<0.1%
10.399999618530273
12
<0.1%
10.300000190734863
7
<0.1%
10.199999809265137
9
<0.1%
10.100000381469727
12
<0.1%
10.0
5
<0.1%
wind_speed_v_10m:ms
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
clear_sky_energy_1h:J
-0.34
sun_elevation:d
-0.33
clear_sky_rad:W
-0.33
diffuse_rad_1h:J
-0.32
diffuse_rad:W
-0.30
direct_rad_1h:J
-0.29
direct_rad:W
-0.27
absolute_humidity_2m:gm3
-0.24
dew_point_2m:K
-0.23
pressure_100m:hPa
-0.21
pressure_50m:hPa
-0.21
sfc_pressure:hPa
-0.21
msl_pressure:hPa
-0.20
pv_measurement
-0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
quarter
0.34
is_in_shadow:idx
0.28
is_day:idx
0.26
wind_speed_w_1000hPa:ms
0.17
elevation:m
0.10
building
0.10
snow_density:kgm3
0.09
year
0.07
precip_type_5min:idx
0.07
dew_or_rime:idx
0.05
day_of_week
0.04
snow_drift:idx
0.01
MOST FREQUENT VALUES
1.0
2,263
2.4%
1.2000000476837158
2,226
2.4%
0.699999988079071
2,203
2.4%
1.100000023841858
2,202
2.4%
0.8999999761581421
2,173
2.3%
1.2999999523162842
2,154
2.3%
0.6000000238418579
2,116
2.3%
0.800000011920929
2,077
2.2%
1.399999976158142
2,071
2.2%
0.5
2,025
2.2%
0.4000000059604645
1,926
2.1%
0.0
1,873
2.0%
1.5
1,872
2.0%
0.30000001192092896
1,867
2.0%
1.600000023841858
1,861
2.0%
SMALLEST VALUES
-9.300000190734863
2
<0.1%
-9.0
2
<0.1%
-8.800000190734863
1
<0.1%
-8.699999809265137
1
<0.1%
-8.300000190734863
2
<0.1%
-7.800000190734863
2
<0.1%
-7.599999904632568
1
<0.1%
-7.5
3
<0.1%
-7.400000095367432
1
<0.1%
-7.300000190734863
3
<0.1%
-7.199999809265137
2
<0.1%
-6.900000095367432
7
<0.1%
-6.800000190734863
2
<0.1%
-6.699999809265137
2
<0.1%
-6.5
4
<0.1%
LARGEST VALUES
9.0
2
<0.1%
8.899999618530273
1
<0.1%
8.600000381469727
3
<0.1%
8.5
3
<0.1%
8.300000190734863
1
<0.1%
8.199999809265137
4
<0.1%
8.100000381469727
3
<0.1%
8.0
1
<0.1%
7.900000095367432
5
<0.1%
7.800000190734863
8
<0.1%
7.699999809265137
13
<0.1%
7.599999904632568
5
<0.1%
7.5
8
<0.1%
7.400000095367432
8
<0.1%
7.300000190734863
11
<0.1%
wind_speed_w_1000hPa:ms
MISSING:
---
TOP CATEGORIES
-0.0
92,558
>99%
-0.10000000149011612
204
<1%
0.10000000149011612
189
<1%
ALL
92,951
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
wind_speed_w_1000hPa:ms
PROVIDES INFORMATION ON...
elevation:m
0.00
building
0.00
precip_type_5min:idx
0.00
dew_or_rime:idx
0.00
quarter
0.00
snow_drift:idx
0.00
snow_density:kgm3
0.00
year
0.00
is_day:idx
0.00
is_in_shadow:idx
0.00
day_of_week
0.00

THESE FEATURES
GIVE INFORMATION
ON wind_speed_w_1000hPa:ms:
elevation:m
0.15
building
0.15
quarter
0.03
year
0.01
day_of_week
0.01
precip_type_5min:idx
0.01
dew_or_rime:idx
0.01
is_day:idx
0.00
is_in_shadow:idx
0.00
snow_density:kgm3
0.00
snow_drift:idx
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
wind_speed_w_1000hPa:ms
CORRELATION RATIO WITH...
wind_speed_v_10m:ms
0.17
wind_speed_10m:ms
0.12
wind_speed_u_10m:ms
0.07
relative_humidity_1000hPa:p
0.07
sfc_pressure:hPa
0.05
pressure_50m:hPa
0.05
pressure_100m:hPa
0.05
msl_pressure:hPa
0.05
fresh_snow_12h:cm
0.05
snow_melt_10min:mm
0.05
visibility:m
0.04
fresh_snow_24h:cm
0.04
fresh_snow_6h:cm
0.03
absolute_humidity_2m:gm3
0.03
hour
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sun_azimuth:d
0.99
relative_humidity_1000hPa:p
-0.13
t_1000hPa:K
0.07
visibility:m
0.06
wind_speed_v_10m:ms
-0.06
air_density_2m:kgm3
-0.06
ceiling_height_agl:m
0.05
cloud_base_agl:m
0.04
pv_measurement
-0.04
wind_speed_10m:ms
0.04
diffuse_rad_1h:J
0.03
sun_elevation:d
-0.03
clear_sky_energy_1h:J
0.03
prob_rime:p
-0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dew_or_rime:idx
0.06
is_in_shadow:idx
0.03
is_day:idx
0.02
precip_type_5min:idx
0.02
wind_speed_w_1000hPa:ms
0.01
snow_drift:idx
0.00
snow_density:kgm3
0.00
day_of_week
0.00
year
0.00
quarter
0.00
elevation:m
0.00
building
0.00
MOST FREQUENT VALUES
10
3,879
4.2%
11
3,879
4.2%
12
3,878
4.2%
13
3,876
4.2%
9
3,876
4.2%
14
3,876
4.2%
8
3,875
4.2%
18
3,873
4.2%
17
3,873
4.2%
16
3,873
4.2%
15
3,873
4.2%
3
3,872
4.2%
19
3,872
4.2%
22
3,872
4.2%
2
3,872
4.2%
SMALLEST VALUES
0
3,864
4.2%
1
3,869
4.2%
2
3,872
4.2%
3
3,872
4.2%
4
3,871
4.2%
5
3,871
4.2%
6
3,871
4.2%
7
3,872
4.2%
8
3,875
4.2%
9
3,876
4.2%
10
3,879
4.2%
11
3,879
4.2%
12
3,878
4.2%
13
3,876
4.2%
14
3,876
4.2%
LARGEST VALUES
23
3,870
4.2%
22
3,872
4.2%
21
3,872
4.2%
20
3,872
4.2%
19
3,872
4.2%
18
3,873
4.2%
17
3,873
4.2%
16
3,873
4.2%
15
3,873
4.2%
14
3,876
4.2%
13
3,876
4.2%
12
3,878
4.2%
11
3,879
4.2%
10
3,879
4.2%
9
3,876
4.2%
day_of_week
MISSING:
---
TOP CATEGORIES
6
13,330
14%
5
13,326
14%
2
13,289
14%
0
13,282
14%
1
13,274
14%
4
13,244
14%
3
13,206
14%
ALL
92,951
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
day_of_week
PROVIDES INFORMATION ON...
snow_drift:idx
0.17
wind_speed_w_1000hPa:ms
0.01
precip_type_5min:idx
0.00
dew_or_rime:idx
0.00
snow_density:kgm3
0.00
year
0.00
quarter
0.00
elevation:m
0.00
building
0.00
is_day:idx
0.00
is_in_shadow:idx
0.00

THESE FEATURES
GIVE INFORMATION
ON day_of_week:
precip_type_5min:idx
0.00
dew_or_rime:idx
0.00
wind_speed_w_1000hPa:ms
0.00
snow_density:kgm3
0.00
year
0.00
quarter
0.00
snow_drift:idx
0.00
elevation:m
0.00
building
0.00
is_day:idx
0.00
is_in_shadow:idx
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
day_of_week
CORRELATION RATIO WITH...
wind_speed_10m:ms
0.05
ceiling_height_agl:m
0.05
total_cloud_cover:p
0.05
cloud_base_agl:m
0.04
wind_speed_v_10m:ms
0.04
wind_speed_u_10m:ms
0.04
msl_pressure:hPa
0.04
sfc_pressure:hPa
0.04
pressure_50m:hPa
0.04
pressure_100m:hPa
0.04
effective_cloud_cover:p
0.04
precip_5min:mm
0.03
direct_rad_1h:J
0.03
direct_rad:W
0.03
quarter
MISSING:
---
TOP CATEGORIES
1
27,078
29%
4
23,691
25%
2
21,670
23%
3
20,512
22%
ALL
92,951
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
quarter
PROVIDES INFORMATION ON...
snow_density:kgm3
0.19
is_in_shadow:idx
0.12
snow_drift:idx
0.10
is_day:idx
0.10
dew_or_rime:idx
0.06
year
0.06
precip_type_5min:idx
0.03
wind_speed_w_1000hPa:ms
0.03
elevation:m
0.00
building
0.00
day_of_week
0.00

THESE FEATURES
GIVE INFORMATION
ON quarter:
year
0.06
is_in_shadow:idx
0.06
is_day:idx
0.05
snow_density:kgm3
0.03
dew_or_rime:idx
0.01
precip_type_5min:idx
0.01
elevation:m
0.00
building
0.00
wind_speed_w_1000hPa:ms
0.00
day_of_week
0.00
snow_drift:idx
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
quarter
CORRELATION RATIO WITH...
month
0.97
day_of_year
0.97
absolute_humidity_2m:gm3
0.73
dew_point_2m:K
0.71
t_1000hPa:K
0.67
air_density_2m:kgm3
0.58
sun_elevation:d
0.56
clear_sky_energy_1h:J
0.49
clear_sky_rad:W
0.49
diffuse_rad_1h:J
0.46
diffuse_rad:W
0.46
direct_rad_1h:J
0.37
direct_rad:W
0.37
wind_speed_v_10m:ms
0.34
month
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
day_of_year
1.00
dew_point_2m:K
0.29
absolute_humidity_2m:gm3
0.28
t_1000hPa:K
0.24
air_density_2m:kgm3
-0.21
relative_humidity_1000hPa:p
0.16
snow_depth:cm
-0.16
wind_speed_u_10m:ms
-0.12
fresh_snow_24h:cm
-0.10
wind_speed_10m:ms
-0.10
fresh_snow_12h:cm
-0.08
rain_water:kgm2
0.08
diffuse_rad_1h:J
-0.07
fresh_snow_6h:cm
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
quarter
0.97
year
0.37
snow_density:kgm3
0.16
precip_type_5min:idx
0.11
dew_or_rime:idx
0.09
elevation:m
0.07
building
0.07
is_in_shadow:idx
0.05
is_day:idx
0.05
wind_speed_w_1000hPa:ms
0.01
day_of_week
0.01
snow_drift:idx
0.01
MOST FREQUENT VALUES
1
9,294
10.0%
3
9,247
9.9%
4
9,238
9.9%
11
8,621
9.3%
2
8,537
9.2%
12
7,688
8.3%
10
7,382
7.9%
9
7,120
7.7%
7
6,696
7.2%
8
6,696
7.2%
6
6,434
6.9%
5
5,998
6.5%
SMALLEST VALUES
1
9,294
10.0%
2
8,537
9.2%
3
9,247
9.9%
4
9,238
9.9%
5
5,998
6.5%
6
6,434
6.9%
7
6,696
7.2%
8
6,696
7.2%
9
7,120
7.7%
10
7,382
7.9%
11
8,621
9.3%
12
7,688
8.3%
LARGEST VALUES
12
7,688
8.3%
11
8,621
9.3%
10
7,382
7.9%
9
7,120
7.7%
8
6,696
7.2%
7
6,696
7.2%
6
6,434
6.9%
5
5,998
6.5%
4
9,238
9.9%
3
9,247
9.9%
2
8,537
9.2%
1
9,294
10.0%
year
MISSING:
---
TOP CATEGORIES
2020
26,345
28%
2021
26,273
28%
2019
16,692
18%
2022
16,071
17%
2023
7,570
8%
ALL
92,951
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
year
PROVIDES INFORMATION ON...
snow_drift:idx
0.15
precip_type_5min:idx
0.07
quarter
0.06
snow_density:kgm3
0.05
elevation:m
0.02
building
0.02
wind_speed_w_1000hPa:ms
0.01
dew_or_rime:idx
0.01
is_day:idx
0.00
is_in_shadow:idx
0.00
day_of_week
0.00

THESE FEATURES
GIVE INFORMATION
ON year:
quarter
0.06
elevation:m
0.02
building
0.02
precip_type_5min:idx
0.01
snow_density:kgm3
0.01
dew_or_rime:idx
0.00
is_day:idx
0.00
is_in_shadow:idx
0.00
wind_speed_w_1000hPa:ms
0.00
day_of_week
0.00
snow_drift:idx
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
year
CORRELATION RATIO WITH...
month
0.37
day_of_year
0.37
air_density_2m:kgm3
0.25
dew_point_2m:K
0.25
absolute_humidity_2m:gm3
0.24
t_1000hPa:K
0.24
snow_depth:cm
0.14
ceiling_height_agl:m
0.14
fresh_snow_24h:cm
0.14
msl_pressure:hPa
0.12
sfc_pressure:hPa
0.12
pressure_50m:hPa
0.12
pressure_100m:hPa
0.12
fresh_snow_12h:cm
0.12
day_of_year
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
month
1.00
dew_point_2m:K
0.30
absolute_humidity_2m:gm3
0.28
t_1000hPa:K
0.24
air_density_2m:kgm3
-0.21
relative_humidity_1000hPa:p
0.16
snow_depth:cm
-0.16
wind_speed_u_10m:ms
-0.12
fresh_snow_24h:cm
-0.11
wind_speed_10m:ms
-0.10
fresh_snow_12h:cm
-0.08
rain_water:kgm2
0.08
day_of_month
0.08
diffuse_rad_1h:J
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
quarter
0.97
year
0.37
snow_density:kgm3
0.16
precip_type_5min:idx
0.11
dew_or_rime:idx
0.10
elevation:m
0.07
building
0.07
is_in_shadow:idx
0.05
is_day:idx
0.05
wind_speed_w_1000hPa:ms
0.01
day_of_week
0.01
snow_drift:idx
0.01
MOST FREQUENT VALUES
100
312
0.3%
46
312
0.3%
91
312
0.3%
88
312
0.3%
84
312
0.3%
83
312
0.3%
82
312
0.3%
80
312
0.3%
79
312
0.3%
63
312
0.3%
62
312
0.3%
61
312
0.3%
60
312
0.3%
59
312
0.3%
58
312
0.3%
SMALLEST VALUES
1
264
0.3%
2
264
0.3%
3
278
0.3%
4
288
0.3%
5
288
0.3%
6
288
0.3%
7
288
0.3%
8
300
0.3%
9
312
0.3%
10
312
0.3%
11
312
0.3%
12
312
0.3%
13
312
0.3%
14
312
0.3%
15
303
0.3%
LARGEST VALUES
366
72
<0.1%
365
240
0.3%
364
243
0.3%
363
240
0.3%
362
240
0.3%
361
242
0.3%
360
240
0.3%
359
240
0.3%
358
240
0.3%
357
240
0.3%
356
240
0.3%
355
240
0.3%
354
240
0.3%
353
240
0.3%
352
240
0.3%
day_of_month
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
day_of_year
0.08
dew_point_2m:K
0.07
t_1000hPa:K
0.06
absolute_humidity_2m:gm3
0.05
pressure_100m:hPa
0.05
msl_pressure:hPa
0.05
pressure_50m:hPa
0.04
sfc_pressure:hPa
0.04
air_density_2m:kgm3
-0.04
fresh_snow_24h:cm
-0.04
wind_speed_v_10m:ms
-0.03
ceiling_height_agl:m
-0.03
wind_speed_10m:ms
-0.03
snow_melt_10min:mm
-0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.05
year
0.02
precip_type_5min:idx
0.02
dew_or_rime:idx
0.02
day_of_week
0.01
quarter
0.01
wind_speed_w_1000hPa:ms
0.01
elevation:m
0.01
building
0.01
is_in_shadow:idx
0.01
is_day:idx
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
20
3,096
3.3%
19
3,096
3.3%
4
3,089
3.3%
18
3,077
3.3%
5
3,074
3.3%
21
3,073
3.3%
13
3,072
3.3%
14
3,072
3.3%
22
3,069
3.3%
1
3,063
3.3%
23
3,063
3.3%
12
3,063
3.3%
15
3,063
3.3%
3
3,059
3.3%
28
3,051
3.3%
SMALLEST VALUES
1
3,063
3.3%
2
3,048
3.3%
3
3,059
3.3%
4
3,089
3.3%
5
3,074
3.3%
6
3,037
3.3%
7
3,023
3.3%
8
3,036
3.3%
9
3,042
3.3%
10
3,042
3.3%
11
3,048
3.3%
12
3,063
3.3%
13
3,072
3.3%
14
3,072
3.3%
15
3,063
3.3%
LARGEST VALUES
31
1,770
1.9%
30
2,810
3.0%
29
2,879
3.1%
28
3,051
3.3%
27
3,021
3.3%
26
2,939
3.2%
25
3,033
3.3%
24
3,047
3.3%
23
3,063
3.3%
22
3,069
3.3%
21
3,073
3.3%
20
3,096
3.3%
19
3,096
3.3%
18
3,077
3.3%
17
3,048
3.3%
building
MISSING:
---
TOP CATEGORIES
0
34,061
37%
1
32,819
35%
2
26,071
28%
ALL
92,951
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
building
PROVIDES INFORMATION ON...
elevation:m
1.00
wind_speed_w_1000hPa:ms
0.15
dew_or_rime:idx
0.10
snow_drift:idx
0.09
year
0.02
snow_density:kgm3
0.01
quarter
0.00
is_in_shadow:idx
0.00
precip_type_5min:idx
0.00
is_day:idx
0.00
day_of_week
0.00

THESE FEATURES
GIVE INFORMATION
ON building:
elevation:m
1.00
dew_or_rime:idx
0.02
year
0.02
quarter
0.00
wind_speed_w_1000hPa:ms
0.00
is_in_shadow:idx
0.00
snow_density:kgm3
0.00
precip_type_5min:idx
0.00
is_day:idx
0.00
snow_drift:idx
0.00
day_of_week
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
building
CORRELATION RATIO WITH...
pv_measurement
0.34
prob_rime:p
0.18
pressure_100m:hPa
0.10
pressure_50m:hPa
0.10
sfc_pressure:hPa
0.10
wind_speed_v_10m:ms
0.10
absolute_humidity_2m:gm3
0.09
dew_point_2m:K
0.09
snow_depth:cm
0.08
month
0.07
day_of_year
0.07
fresh_snow_24h:cm
0.07
t_1000hPa:K
0.06
wind_speed_10m:ms
0.06
pv_measurement
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
direct_rad:W
0.62
direct_rad_1h:J
0.60
clear_sky_rad:W
0.60
clear_sky_energy_1h:J
0.58
diffuse_rad:W
0.52
diffuse_rad_1h:J
0.51
sun_elevation:d
0.50
air_density_2m:kgm3
-0.28
t_1000hPa:K
0.27
relative_humidity_1000hPa:p
-0.24
dew_point_2m:K
0.21
absolute_humidity_2m:gm3
0.21
wind_speed_v_10m:ms
-0.20
pressure_100m:hPa
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.42
is_day:idx
0.38
elevation:m
0.34
building
0.34
quarter
0.29
dew_or_rime:idx
0.09
snow_density:kgm3
0.07
precip_type_5min:idx
0.05
year
0.05
wind_speed_w_1000hPa:ms
0.02
day_of_week
0.01
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
49,252
53.0%
183.7125
1,076
1.2%
9.8
997
1.1%
19.6
588
0.6%
27.6
493
0.5%
29.400000000000002
479
0.5%
34.5
406
0.4%
39.2
401
0.4%
81.9375
369
0.4%
49.0
345
0.4%
0.8625
322
0.3%
58.800000000000004
310
0.3%
78.4
269
0.3%
68.60000000000001
241
0.3%
81.075
237
0.3%
SMALLEST VALUES
0.0
49,252
53.0%
0.00020763912847222198
1
<0.1%
0.00912812485625
1
<0.1%
0.01392197845337755
1
<0.1%
0.02235311788437497
1
<0.1%
0.022353125862500003
1
<0.1%
0.06459167967604167
1
<0.1%
0.065621873921875
1
<0.1%
0.06576562974375
1
<0.1%
0.08768747419687505
1
<0.1%
0.09293438980625002
1
<0.1%
0.10213436881874999
1
<0.1%
0.10728542069166666
1
<0.1%
0.11873749640624999
1
<0.1%
0.12918335935208333
1
<0.1%
LARGEST VALUES
5733.42
1
<0.1%
5651.8
1
<0.1%
5598.780000000001
1
<0.1%
5598.34
1
<0.1%
5596.36
1
<0.1%
5560.0599999999995
1
<0.1%
5545.32
1
<0.1%
5528.38
1
<0.1%
5524.2
1
<0.1%
5477.339999999999
1
<0.1%
5465.02
1
<0.1%
5464.8
1
<0.1%
5459.96
1
<0.1%
5448.74
1
<0.1%
5432.9
1
<0.1%